# AutogenAI Reviews **Vendor:** AutogenAI **Category:** [Bid Management Software](https://www.g2.com/categories/bid-management) **Average Rating:** 4.4/5.0 **Total Reviews:** 145 ## About AutogenAI AutogenAI, headquartered in New York, NY, is at the forefront of AI proposal writing and management innovation, offering solutions that allow users to rapidly draft competitive, winning proposals and manage all aspects of the RFP process at unparalleled speeds. Say hello to an AI-powered proposal platform that will take you from requirements to a high-quality, compliant first draft in just four clicks. Customers using AutogenAI significantly accelerate their capture and proposal process, increase their win rates, and empower their proposal teams. Developed by world-class AI engineers, award-winning proposal and grant writers, and industry-defining linguistic experts, our team has been in your shoes and we understand exactly what it takes to succeed. With AutogenAI, you gain more than just the ultimate tool for writing winning words; you forge a partnership with experts dedicated to your success. Unlike traditional project management software with bolted-on AI writing capabilities, AutogenAI integrates advanced project management functionalities directly onto its powerful AI writing tool. As a result, it stands as the only specialist proposal writing software that is AI-first, providing a seamless end-to-end tool for all proposal and RFP management needs. AutogenAI transforms the way our customers work, with results that include: - 70% increase in drafting speed. - 85% increase in productivity. - 241% increase in success rates. - 100% increase in bids submitted. AutogenAI doesn't just help you write quickly - it helps you write to win. No matter your sector. No matter your size of business. We power growth. ## AutogenAI Pros & Cons **What users like:** - Users value the **time-saving** capabilities of AutogenAI, allowing for increased productivity and skill development. (56 reviews) - Users value the **efficient content creation** of AutogenAI, significantly speeding up their drafting and task completion processes. (55 reviews) - Users appreciate the **intuitive interface** of AutogenAI, finding it easy and efficient for generating responses. (54 reviews) - Users praise the **customizable features** of AutogenAI, which greatly enhance efficiency and ease in content creation. (42 reviews) - Users appreciate the **exceptional customer support** from AutogenAI, valuing prompt assistance and continuous improvement. (38 reviews) - Users find AutogenAI **extremely helpful** for research and rephrasing, significantly improving productivity and creativity. (29 reviews) - Users commend AutogenAI for its **efficient bid management tools** that enhance speed, quality, and overall user experience. (28 reviews) - Intuitive (26 reviews) - Useful (26 reviews) - Productivity (24 reviews) **What users dislike:** - Users find the **learning curve steep** , as mastering AutogenAI takes time and can be a bit frustrating. (18 reviews) - Users find the **user difficulty** challenging, as the interface is overwhelming and cumbersome to navigate effectively. (15 reviews) - Users find AutogenAI **not intuitive** , struggling with its complex UI and requiring additional prompts for detailed information. (12 reviews) - Users find the **steep learning curve** of AutogenAI challenging, requiring significant time to master its multifaceted features. (11 reviews) - Users find **learning complexity** a significant hurdle with AutogenAI, noting its unintuitive interface and verbose language. (10 reviews) - Inaccuracy (9 reviews) - Users often face **inaccurate responses** from AutogenAI, leading to frustration and a lack of detail in answers. (9 reviews) - Inconsistency (9 reviews) - Users find the **limited features** of AutogenAI can complicate workflow and hinder optimal usage of the platform. (9 reviews) - Users find the **interface design lacking** , noting it could be more intuitive and visually pleasing for easier navigation. (8 reviews) ## AutogenAI Reviews ### 1. Ideator, Expand, and Evidence: A Powerful Trio for Clearer Writing **Rating:** 4.5/5.0 stars **Reviewed by:** Natalia Z. | Business Operations Specialist & Frameworks Bid Manager , Enterprise (> 1000 emp.) **Reviewed Date:** March 17, 2026 **What do you like best about AutogenAI?** Ideator - great for storyboarding, something which seems very obvious but it's very easy to miss crucial requirements while focusing on something else. Expand - great for when you have to do a deep dive on a specific subject and English is not your first language Evidence - perfect for responses with tight word limit - you can get the essence of your example without losing the most effective bits **What do you dislike about AutogenAI?** I would like the search feature to go through my previous sessions, so I can easily find something that I already asked about - which will minimize the amount of AI queries and therefore minimize the enviromental impact. **What problems is AutogenAI solving and how is that benefiting you?** Storyboarding - it might take hours to figure it out, especially on bids with multiple lots and hundreds of questions. AutogenAI will definitely make that process way quicker and more enjoyable cause it gives us something to start with. It will also help with taking the responses to the next level, but strengthening evidence. **Official Response from Drenny Bajri:** > Thank you so much for taking the time to share such a thoughtful review, we really appreciate it! It’s great to hear how valuable Ideator, Expand and Evidence are in your workflow. Storyboarding complex proposals, especially across multiple lots and requirements, can be incredibly time intensive, so it’s brilliant to know AutogenAI is helping you get to a strong starting point faster and with more confidence. We also really appreciate your point on Expand supporting users where English is not their first language. Making high quality proposal writing more accessible is a big part of what we’re aiming to achieve. Your feedback on the search functionality is really helpful as well. Being able to easily revisit previous sessions is something we know would add real value, both from a productivity and sustainability perspective. Its' feedback like this that directly shapes how we grow. Thanks again for your insights and for being part of the AutogenAI journey. - The AutogenAI Team ### 2. Powerful IC Repository Integration with Projects, AI Workflows, and Responsive Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about AutogenAI?** I really appreciate the integration of local and global intellectual capital repositories within the library, together with the solution design workflow embedded into the user interface via Projects, and the capability to expand teamwork both in content creation (Project) and in content review (Porject). AI specialization from analysis to review is helpful, supported by some custom prompting to generate storyboard parts. I've also interacted with AutogenAI Support Team, issuing some tickets, and I promptly received feedback and resolution. I've experienced a performance boost in my traditional scavenging approach to find good intellectual capital reusable content thanks to Research, and I appreciated the Ideator feature. I used a lot the Editor We Will, Explain How, Add Case Study and Add Statistics functions, powered by company's repos are strong improver of generated content. The capability to sub-set the IC repos by Source Provider feature is also great, because you can taylor your content according to market segment, year, or specific artifact type, at least if the IC repos are well setup. For example: I use Extract to collect info from specific topics that could be spread into several requirement documents I use Ideator to craft ideas turning on all the AI embedded in AutogenAI; useful ideas are converted into Drafts documents, to be used as valuable insert into a proposal document If some diagrams are included in the document set, I analyse them using Copilot or ChatGPT, obtaining a text description of the diagram, being an org model, a high-level plan, an AOD, or similar. This enable AutogenAI to enrich its AI Analysis using content it can actually process I use Search function within AutogenAI to look for interesting artifacts or IC that could be reused, when targeted by Sources selection within AutogenAI I craft a prompt in Research to build prompts for REQUIREMENTS section in storyboard that are not autogenerated by AI Analysis in Project, due to custom build of proposal outline I draft the Q&A questions list to be submitted to the Customer, together with engagement team, and generate an answer using Workbooks and Library AI; this is not intended to be meaningful to some questions, but it has proven to be informative before actual Customer answers. I build the proposal draft within AutogenAI supported by fellow solutioners, using their knowledge on the topic to enrich the drafting with meaningful prompts; currently AutogenAI doesn’t provide followup prompts nor in Research nor in Editor, while Copilot or ChatGPT do. I use only Library AI and Datasets, narrowed to market sector or specific topics if I know these are available in KL I use Gamma Review to suggest compliance checks with requirements, and feasible suggestions are used within AskAI as prompts After building a proposal draft within AutogenAI, I export it to be uploaded and shared into the engagement folder, allowing other engagement people to explore its content, and use it to craft their proposal sections content; if available from other solutioners, I add images / diagrams / tables **What do you dislike about AutogenAI?** I've no detailed insights about Pricing or ROI because it is managed globally, but I guess the time to value to create usable content is well placed. I currently don't like the Project Smart Requirements workflow, preferring the Smart Questions one, because in my experience it requires more effort to carve out some good results, and I also think that the Extract feature provides too detailed output to be effectively further reused in deeper analysis. I don't like the Compliance Checklist because somehow it misses a lot of requirements you should comply with, while the fairly detailed Compliance Matrix misses the feedback to provide review of the content already generated. It would be really helpful if the Compliance Matrix could evaluate the content generated compared with the requirements list, and track its evolution while generating the content inside the Proposal Outline **What problems is AutogenAI solving and how is that benefiting you?** As a Solution Designer I follow a specific workflow to execute my design activities, including: 1. drafting a ledged of an engagement, including an overview deck 2. I explore the Customer Requirements document, highlighting all requirements and compliance checks 3. I scavenge local and global IC repo for reusable content 4. I prepare a list of Questions to be submitted to the Customer to explain or detail some topics 5. I draft the proposal outline document using Customer provided template 6. I assign specific proposal chapters to fellow solutioners, and keep track of changes 7. I review content provided by fellow solutioners in each chapter 8. I export the proposal document using curated custom Word templates, and then the finalization of the proposal document is completed within Word + Sharepoint + OneDrive because it involves people currently not accessing AutogenAI, and because you may have to generated artifacts like spreadsheets or slide decks that are not core feature of AutogenAI, at present day. AutogenAI helps solving some tasks, e.g.: 2. AutogenAI helps listing the requirements from the Customer 3. AutogenAI helps in scavenging task for reusable IC, saving hours of work 4. AutogenAI AI Analysis helps drafting some Questions to be submitted, and it also helps to generate the answers thanks to Q&A Workbook 5. AutogenAI helps draft the outline given the topics required by the Customer, autogenerating the storyboard to fill in the content with the Editor 6. AutogenAI allows to assign chapters to colleagues, but it's a feature I don't have explored so far 7. AutogenAI allows to review content generated, but all the editors must use AutogenAI to generate content or at least to input that content into the proposal document, and I don't have explored this feature so far **Official Response from Drenny Bajri:** > Thank you so much for taking the time to leave such a detailed and thoughtful review. It’s brilliant to hear how deeply you are using AutogenAI across your solution design and proposal workflow, from Research, Extract, Ideator and Search through to Editor, Gamma Review, Workbooks and Library AI. We’re especially pleased to hear that AutogenAI is helping you access reusable intellectual capital across local and global repositories, reduce time spent manually searching for content, and create stronger proposal drafts more efficiently. Your examples are incredibly valuable. It’s great to understand how you are using AutogenAI not just for content generation, but across requirement analysis, storyboard development, Q&A preparation, SME collaboration, compliance checks and proposal drafting. That kind of end-to-end workflow insight is exactly what helps us understand how teams are using the platform in real proposal environments. We’re also pleased to hear that features such as Source Provider selection, Ideator, Research and the Editor functions are helping you tailor content by market segment, year, topic and source type. It’s great to see AutogenAI supporting more targeted, relevant and reusable content creation. Thank you also for the constructive feedback on Smart Requirements, Extract, Compliance Checklist and Compliance Matrix. Your comments around requirement coverage, reusable outputs and the ability to evaluate generated content against requirements are really helpful. We’ll make sure this is shared with the relevant teams as we continue improving the product experience. We also appreciate your comments about collaboration and export workflows, particularly where teams continue finalisation in Word, SharePoint and OneDrive. That context is helpful as we continue to think about how AutogenAI supports complex proposal processes involving multiple contributors and tools. Thanks again for such a comprehensive review. We’re delighted to hear that AutogenAI is already saving you hours of work and supporting your solution design process, and we’re excited to keep building on that value. - The AutogenAI Team ### 3. AutogenAI Transforms Bids & Proposals with Smart Reuse and Agentic Workflows **Rating:** 5.0/5.0 stars **Reviewed by:** Celestine E. | Head of Bids and Business Development, Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2026 **What do you like best about AutogenAI?** I like that AutogenAI is purpose‑built for bids and proposals, so it understands structures, compliance, and tone much better than generic AI tools. I also value how it turns past bids and content libraries into an active asset, using semantic search and smart reuse rather than just storing documents. Its agentic workflow tools are another standout, because they help manage multi‑step RFP processes end‑to‑end, from structuring responses to routing drafts for input and approval. Finally, I’m impressed by the measurable impact users report, such as significantly faster drafting and higher win rates on proposals. **What do you dislike about AutogenAI?** I dislike that AutogenAI is positioned and priced very much as an enterprise tool, which makes it hard for smaller teams to justify, especially with opaque “contact us” pricing, minimum seat commitments, and extra onboarding fees. I’m also not a fan of how much manual governance is still required: users have to perform their own conflict checks, manage content freshness, and verify accuracy for complex or regulated bids, which undermines some of the promised automation. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI is helping to solve the grind of turning complex RFPs and tenders into compliant, tailored first drafts, so you spend far less time wrestling with documents and far more time on strategy and win themes. It also addresses the “content chaos” problem by turning past bids and internal documents into a searchable, structured knowledge base, so high‑quality evidence, case studies, and wording are reused rather than reinvented. The key benefit to me is that proposal work becomes faster and less stressful: drafting speed improves dramatically, error risk declines, and there’s more headroom for thinking creatively about value, differentiation, and pricing rather than just filling in the boxes. **Official Response from Drenny Bajri:** > Thank you for taking the time to share such a thoughtful review. We really appreciate your feedback and are pleased to hear that AutogenAI is helping streamline the proposal process and turn past content into a more usable knowledge base. It is great to hear that features like semantic search and our workflow tools are supporting faster drafting and more structured proposal management. You also raised some helpful points around governance and pricing. Our human in the loop approach is intentional. In complex or regulated proposals, final validation sitting with the user is an important part of responsible AI use. Alongside this, we continue to build features that reduce manual effort, including tools for conflict checking, compliance review, and maintaining content accuracy. On the commercial side, our “contact us” pricing model is standard for platforms at our tier and allows us to have tailored conversations around ROI. This is particularly important for smaller teams, where we work with organisations to build a clear value case based on proposal volume, time saved, and performance averages we see across our customer base. It is also worth clarifying that onboarding is included within our packages and does not carry any additional fee. While many large organisations use AutogenAI, our customer base spans SMBs, enterprise organisations, Big 4 firms, and not for profits across three continents. Our goal is to ensure teams of different sizes can realise meaningful value from the platform. Thanks again for the review and for sharing your experience. Feedback like this helps us grow! - The AutogenAI Team ### 4. Helpful shortcuts, trusted sources, and a great Customer Success team **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Construction | Mid-Market (51-1000 emp.) **Reviewed Date:** April 30, 2026 **What do you like best about AutogenAI?** I like the transformations short cuts that are available, like the word cutting and the expanding. I also like that I can chose my source provider, which helps me to know that my response is being curated by a trust source. The customer success team has been great as well. I appreciate the monthly check ins and emails about webinars opportunities. we are still early in use, but I would says is has helped in efficiency **What do you dislike about AutogenAI?** I think some parts of the UX are still clunky, small issues like selecting text. I don't like the Ask AI bar popping up every time I select text, because it can get in the way. I don't like that the copy text feature will copy over the prompt as well. I wish I could also searched from prompts that are made in the search bar area. **What problems is AutogenAI solving and how is that benefiting you?** The efficiency of creating bids is definitely better, we are able to prepare drafts to our proposal much faster, and thus able to handle the increasing workload of the team. It also has help to action review comments from SMEs a lot quicker. Its still too early to tell but I believe we've been making quality improvements as well. **Official Response from Drenny Bajri:** > Thank you so much for taking the time to share such detailed feedback. It’s great to hear that the transformation shortcuts, particularly word cutting and expanding, are helping improve efficiency. We’re also pleased that the ability to choose your source provider is giving you confidence that responses are being curated from trusted content. We really appreciate your comments about the customer success team too. Ongoing support, regular check-ins and sharing relevant webinar opportunities are all key parts of helping teams get the most from AutogenAI. It’s encouraging to hear that AutogenAI is already helping your team create proposal drafts faster, manage an increasing workload and action SME review comments more efficiently. We’re especially glad to hear you’re starting to see potential quality improvements as well. Thank you also for the feedback on the UX, including text selection, the Ask AI bar, copy functionality and prompt search. These are exactly the kinds of practical insights that help us continue improving the platform experience. Thanks again for your review. - The AutogenAI Team ### 5. Time-Saving AI Workflows That Kickstart Writing and Speed Up Drafts **Rating:** 4.5/5.0 stars **Reviewed by:** Helen C. | Portfolio Director, Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2026 **What do you like best about AutogenAI?** It helps at every step of the process. I especially like the brainstorming in Home, because it helps me get past the inertia of starting to write. The main efficiency and time-saving features I’ve used are the Workflow tool to generate a proposal outline or first draft, and, within drafts, the “add case study” and reduce word count features. **What do you dislike about AutogenAI?** The navigation takes a bit of getting used to, I was going backwards and forwards in and out of sections initially but the training was very comprehensive and I think this is more to do with me learning how to use such powerful AI, like learning to work with a new team member! **What problems is AutogenAI solving and how is that benefiting you?** It’s always a challenge at the start of a bid when you’re overwhelmed by the volume of documents. The initial task of reading everything and pulling out the key points from the requirements used to take days. With AutogenAI, that start-up phase is drastically accelerated. Previously, even creating the answer structure could be a slow, time-consuming step as well. This tool means the inertia around just getting started on writing is overcome. Also getting getting answers into v tight wordcount was very time consuming, this tool saves a considerable amount of time by providing alternative suggestions. Once you have written something it can be hard to rephase and your brain gets stuck, but this tool helps you see different, potentially better options of phrasing/structuring answers. **Official Response from Drenny Bajri:** > Thank you for such a detailed and thoughtful review. We’re delighted to hear that AutogenAI is supporting you across multiple stages of the proposal process, from overcoming the inertia of getting started, to building outlines and first drafts, to refining responses with features such as case study insertion and word count reduction. It is especially valuable to hear how the platform is helping at the very beginning of the process, where the volume of documents and requirements can often feel overwhelming. Accelerating that start-up phase and helping teams move more quickly from information gathering into structured drafting is exactly the kind of impact we aim to deliver. We also really appreciate your comments on navigation. There can naturally be a learning curve when adopting a powerful new AI tool, and we’re pleased to hear the training helped support that experience. Your comparison to learning to work with a new team member is a brilliant way of putting it. Thank you again for taking the time to share such considered feedback. It is great to know AutogenAI is helping save time, unlock momentum, and offer fresh ways to strengthen and refine responses. - The AutogenAI Team ### 6. A Personal Assistant from Start to Finish. **Rating:** 5.0/5.0 stars **Reviewed by:** Victoria R. | Bid Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 11, 2026 **What do you like best about AutogenAI?** My very own personal assistant from start to finish of my project. **What do you dislike about AutogenAI?** There isn't a lot I dislike, but the project space could be improved visually. Half of my screen is taken up with the name of the project, I'm more interested in seeing a better view of my folders **What problems is AutogenAI solving and how is that benefiting you?** Quickly helping me identify key points of RFIs/RFPs we are responding to, researching customers and competitors, drafting storyboards and providing content etc. Once we have our drafts the refinement is excellent, the ability to find evidence points, uplift response etc is fantastic. All of this is saving valuable time. For example when we are researching our competition what would have taken days of research can now be done within a few hours. **Official Response from Drenny Bajri:** > Thank you for your thoughtful feedback. We’re delighted to hear that AutogenAI feels like a personal assistant throughout your project workflow. It’s great to know the platform is helping you quickly identify key requirements in RFIs and RFPs, research customers and competitors, and develop strong storyboards and draft content. Saving significant time on research and enabling faster, higher quality responses is exactly the impact we aim to deliver. We also appreciate your suggestion around improving the visual layout of the project space. Feedback like this is incredibly valuable as we continue to refine the user experience and make it even easier to navigate folders and manage projects efficiently. Thanks again for sharing your experience and for being part of the AutogenAI community. - The AutogenAI Team ### 7. Streamlines Bid Process with Intuitive Tools **Rating:** 4.0/5.0 stars **Reviewed by:** Carla T. | Enterprise (> 1000 emp.) **Reviewed Date:** March 18, 2026 **What do you like best about AutogenAI?** I find AutogenAI relatively intuitive to use, which is a huge plus. The new smart question workflow, even though it's in beta, maps really well to our bid process, acting like a one-stop shop that helps put all the relevant information together. This feature is great for quickly getting to a good base first draft that we can then refine. The initial setup was straightforward and very well supported by the implementation team, who worked smoothly with both our team and IT. Overall, it's been a positive experience. **What do you dislike about AutogenAI?** I've given some minor feedback on the new smart question workflow. The extra guidance would be better labelled as source guidance so the language mirrors other areas of the platform for clarity. Also, it would be more useful if the extra guidance function could point to folders instead of selecting individual files, like in other areas of the platform. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI saves me time by getting to a good first draft quickly, cutting down manual search through our library for best practices. The smart question workflow is intuitive, consolidating key information for a solid base draft. **Official Response from Drenny Bajri:** > Thank you so much for taking the time to share this review. It’s great to hear that you’re finding AutogenAI intuitive and that the smart question workflow is aligning well with your process. Helping teams get to a strong first draft quickly and reducing time spent searching for the right information is exactly what we aim to deliver, so it’s fantastic to see that coming through in your experience. We also really value your feedback on the smart question workflow. The points around clearer labelling and enabling folder level guidance are incredibly helpful and very much in line with how we continue to evolve the platform. Thanks again for your feedback. - The AutogenAI Team ### 8. Streamlines Bid Writing with Effective Brainstorming **Rating:** 4.5/5.0 stars **Reviewed by:** Mark H. | Portfolio Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2026 **What do you like best about AutogenAI?** I find AutogenAI very useful for my role as a transition manager writing bids. It's great for brainstorming and helping come up with content and structure for documents. I like the ability to upload documents and appreciate the extract feature, which is good. It speeds up the process, making it quicker for me to come up with a structure for documents and helps me focus on other things like planning transitions rather than the writing itself. The writing is good, and it assists me in putting content together in a meaningful way. Also, the initial setup was very easy. **What do you dislike about AutogenAI?** I think it could be a little bit more user-friendly. Perhaps it's just a matter of taking my time and understanding the tool. I think it'd be good to be able to incorporate some of the stuff into Microsoft Word. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for managing transitions and writing bids, which speeds up the process and helps me focus on planning rather than writing. It enables me to quickly structure documents and compile meaningful content. The brainstorming and document upload capabilities are highly beneficial. **Official Response from Drenny Bajri:** > It’s great to hear how AutogenAI is supporting your work as a transition manager, particularly when it comes to structuring documents, brainstorming ideas, and accelerating the overall writing process. That shift from spending time on drafting to focusing on higher-value activities like transition planning is exactly the impact we aim to deliver, so it’s fantastic to see that coming through in your experience. We’re also really pleased that features like document upload and extract are proving useful, as well as the ease of getting started. On your feedback around usability and Microsoft Word integration, that’s really valuable insight. We know that making the platform as intuitive as possible and fitting seamlessly into existing workflows is critical, and it’s something we’re continuously improving. Your comments will absolutely feed into that ongoing development. Thanks again for sharing your experience and for being part of the journey with us. - The AutogenAI Team ### 9. Collaboration and Efficiency Boost with AutogenAI **Rating:** 4.0/5.0 stars **Reviewed by:** Sam R. | PPM Head of Pre-Sales UK&I, Mid-Market (51-1000 emp.) **Reviewed Date:** March 12, 2026 **What do you like best about AutogenAI?** I appreciate that AutogenAI can be linked directly to databases like SharePoint, allowing integration with bid responses, case studies, and other materials, which greatly assists in creating a solid starting point for new bid responses. I find it beneficial that the tool scans bid material quickly, understands client requirements, and helps to form clear win themes and objectives. The collaborative features really stand out, as our entire bid team can store and access responses in one place instead of working independently. I also appreciate that the tool is intuitive and easy to use, making it convenient for team collaboration. **What do you dislike about AutogenAI?** I need the tool to be able to include diagrams and images within the word count, as often bid responses include these within the word limit. When you sent a file to a shared folder in Projects, I think it should automatically stay in your Drafts area also. When you save an answer from the Home page in your drafts, it doesn't save the prompt along with the response provided, if it could save the prompt as well as the response in one file, that would be good, so along with your response, you can see the prompt you asked to get that answer. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI to quickly scan bid material, understand client needs, and create initial bid responses faster. It connects with databases like SharePoint, allowing our team to collaborate efficiently and develop enhanced, tailored responses. **Official Response from Drenny Bajri:** > Thank you for such a detailed and thoughtful review, it is great to hear how AutogenAI is supporting both your individual workflow and wider team collaboration. We are particularly pleased that the SharePoint integration and centralised knowledge access are helping you build strong starting points quickly, while also enabling your team to work more efficiently in one place. The ability to rapidly scan requirements and shape clear win themes is exactly where we aim to deliver the most value, so it is great to see that landing well for you. We also really appreciate your feedback on improvements. Enhancements around word count handling for diagrams and images, draft management, and retaining prompts alongside responses are all valuable insights. These are exactly the types of practical, day to day use cases that help shape our product roadmap, and we are actively continuing to evolve the platform in these areas. It is great to hear that AutogenAI is helping you accelerate response creation while improving quality and consistency across your team. Thanks again for taking the time to share your experience. - The AutogenAI Team ### 10. Streamlines Proposal Responses but Needs Improved Navigation **Rating:** 4.0/5.0 stars **Reviewed by:** Russell B. | Solution Manager - Global Pre-Sales, Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2026 **What do you like best about AutogenAI?** AutogenAI helps us create proposals that are clear, complete, and yet concise. It's great that it has all the prompts and directions already thought about, so we don't have to think about what prompts to engineer. It streamlines our process by reducing the need to start from scratch or search for information which really helps because we don't have to start writing from a blank page or go through documents to ask for details. AutogenAI provides a significant advantage by having this organized structure, which enhances our proposal creation process. **What do you dislike about AutogenAI?** The logic of how AutogenAI has been created and where to find things doesn't quite work for me right now, I need to learn about that. That's a 'me problem', not a problem with AutogenAI. **What problems is AutogenAI solving and how is that benefiting you?** I will use AutogenAI to expedite creating proposal responses by gathering necessary information from internal and external sources. It will draft proposals that can get into review cycles faster, making responses better. **Official Response from Drenny Bajri:** > Thank you so much for this thoughtful review. We’re delighted to hear that AutogenAI is helping make proposal creation clearer, faster and more structured, especially by removing the challenge of starting from a blank page and reducing the need to search through multiple documents for information. It’s great to know that the built in prompts and guided structure are adding value to your process. One of our key goals is to make it easier for teams to produce strong first drafts quickly, so they can spend more time refining and improving responses rather than building them from scratch. We also appreciate your honest comment on navigation and platform logic. Learning a new system always takes time, and feedback like this is incredibly helpful as we continue to improve the overall user experience and make the platform even more intuitive. Thank you again for taking the time to share your experience. It’s brilliant to hear that you see AutogenAI helping speed up proposal development and get responses into review cycles faster, ultimately supporting stronger final submissions. - The AutogenAI Team ### 11. Time-Saving, Up-to-Date Technology That Keeps Us Moving Faster **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Construction | Mid-Market (51-1000 emp.) **Reviewed Date:** April 29, 2026 **What do you like best about AutogenAI?** It's nice to have the option and to feel like we're keeping up to date with the latest technology, and it does save time on cutting things down. **What do you dislike about AutogenAI?** I think it's quite complicated to use and even with training, it's like learning a new language so nothing is simple or clear. Also, whenever I think I've got the hang of something, the website updates or there's a new function and I lose a grip on my understanding again. **What problems is AutogenAI solving and how is that benefiting you?** It's definitely solving the issue of cutting words down, this is one of the most painful tasks and it can be so time-consuming, especially when you can't see the woods for the trees. It benefits us very much in time-saving this way. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We’re really pleased to hear that AutogenAI is helping save time, particularly with reducing word count, which we know can be one of the most time-consuming and frustrating parts of the proposal process. We also really appreciate your honest comments around ease of use. We completely understand that adopting new technology can feel like learning a new language, especially when the platform is evolving and new functionality is being released. Your feedback is incredibly useful as we continue to improve the user experience, make the platform more intuitive, and ensure that training and support keep pace with product updates. Thank you again for sharing such thoughtful feedback. We’re glad AutogenAI is already helping with time savings, and we’ll continue working to make the platform clearer, simpler, and easier to navigate. - The AutogenAI Team ### 12. AutogenAI - A secure island in a vast sea populated by AI sharks. **Rating:** 4.5/5.0 stars **Reviewed by:** Philip R. | Bid Writer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2025 **What do you like best about AutogenAI?** AutogenAI has transformed the way I approach bids and proposals by simplifying the writing process and increasing the quality of my company's submissions. It produces clear, structured drafts using my input, cutting down on time spent searching through my bid library. The platform creates evidence-based content with accurate and reliable information, tailored to specific instructions and objectives. This has improved productivity and allowed me to deliver high-quality, customised written materials efficiently. **What do you dislike about AutogenAI?** Like many websites and portal used in tenders, the UI is not the most user-friendly but I have seen it improve during my time using the platform **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI has significantly accelerated my content creation process. The platform securely stores my previous bids, ensuring consistency and enabling me to maintain a unified tone and style across all submissions. This feature not only saves time but also enhances the quality and reliability of my work, streamlining my workflow. **Official Response from Drenny Bajri:** > Thank you for taking the time to share such a thoughtful review. We are delighted to hear how AutogenAI has supported your proposal and content creation workflow, particularly in improving quality, consistency, and efficiency while reducing the manual effort involved in searching and reusing past content. Helping teams produce high quality, evidence based submissions faster and with confidence is exactly what we set out to do, so it is great to see that reflected in your experience. We also appreciate your honest feedback on the UI. Improving usability and overall user experience is an ongoing priority for us, and it is encouraging to hear that you have already noticed positive progress. This area remains firmly on our roadmap as we continue to evolve the platform in partnership with our users. Thank you again for your feedback and for being part of the AutogenAI journey. We look forward to continuing to support you in delivering high impact, consistent proposals more efficiently. - The AutogenAI Team ### 13. AutogenAI Supercharges Bid Writing with Fast, Structured, High-Quality Content **Rating:** 5.0/5.0 stars **Reviewed by:** Benjamin C. | Growth Support Coordinator, Small-Business (50 or fewer emp.) **Reviewed Date:** February 05, 2026 **What do you like best about AutogenAI?** What I like most about AutogenAI is how quickly and intelligently it accelerates the bid‑writing process. It helps transform rough inputs into clear, structured, high‑quality content, which saves huge amounts of time and reduces the pressure on bid teams. I also really value how easy it is to refine responses, letting you guide the tool with prompts and instantly improve tone, clarity, and compliance. Overall, it makes the whole bidding process more efficient, more consistent, and far less manual, allowing people to focus on strategy rather than admin. **What do you dislike about AutogenAI?** What I dislike most about AutogenAI is that it can sometimes produce content that sounds generic or repetitive, so it still needs human refinement to make sure the messaging is sharp, tailored, and fully aligned to the bid strategy. It also occasionally requires very specific prompting to get the exact structure or tone you want, which can slow things down if you’re working to tight deadlines. Overall, it’s a powerful tool — but it isn’t fully “hands‑off,” and you still need to guide and quality‑check what it produces. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI cuts down the hours normally spent creating first drafts, restructuring answers, or rewriting content from scratch. Benefit: I can focus more on strategy, compliance, and quality rather than losing time to heavy writing workloads **Official Response from Drenny Bajri:** > Thank you for taking the time to share such considered feedback. It is great to hear that AutogenAI is delivering tangible value by accelerating the proposal development process, improving structure and clarity, and reducing the manual effort required to produce high quality first drafts. Supporting teams to work more efficiently while maintaining consistency and compliance is a core objective of the platform. Your comments around the need for human refinement and careful prompting are also well noted. AutogenAI is designed to operate as an enablement tool that strengthens expert teams rather than replacing their judgement. Professional oversight remains essential to ensure messaging is differentiated, aligned to strategy, and tailored to each opportunity. This is an area we continue to prioritise through ongoing product development and enhancements to guidance, tone control, and content personalisation. Thank you again for your feedback , this directly helps inform our roadmap, strengthens transparency, and supports continuous improvement as we work to deliver measurable impact for proposal teams and the organisations they support. - The AutogenAI Team ### 14. Efficient Response Generation, Easy Setup **Rating:** 4.0/5.0 stars **Reviewed by:** Rab N. | Head of Framework Bid Management, Operation & Compliance, Enterprise (> 1000 emp.) **Reviewed Date:** April 29, 2026 **What do you like best about AutogenAI?** I like AutogenAI for its ease of use. The generation of responses from existing response material allows me to quickly and easily create bid responses that have already been written by my organization. Searching for answers to questions and referencing case studies saves me time and effort. Setting it up on my computer was easy, as I just had to sign in and create a project. **What do you dislike about AutogenAI?** Nothing at the moment **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for bid proposal responses, solving the issue of finding good quality responses. It's easy to use and generates responses from existing material, saving me time and effort when searching for answers and case studies. **Official Response from Drenny Bajri:** > Thank you for sharing your feedback. We’re delighted to hear that you’re finding AutogenAI easy to use and that getting started was straightforward. It’s great to know that the platform is helping you quickly generate proposal responses from existing organisational content, while also making it easier to search for answers and reference relevant case studies. Saving time and effort while helping teams access high-quality material is exactly the kind of impact we aim to deliver. We really appreciate your feedback and are pleased AutogenAI is supporting your proposal process so effectively. - The AutogenAI Team ### 15. Specific Time-Saving Features and Responsive Support to Help our Company **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Business Supplies and Equipment | Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about AutogenAI?** the time saving features help to collate, gather and easily put together information from a range of sources in different formats and put together answers that make sense. Love the feedback we can give the team and the quick fixes and training offered as soon as things are found. **What do you dislike about AutogenAI?** There are some very specific parts we use that need tweaks, but the team are working with us to make the system work for us. They have listened and understood our use cases and helped us to both utilise the system to the fullest and fix the issues we face. **What problems is AutogenAI solving and how is that benefiting you?** The time saving benefits are amazing and help massively with workload and forecasting! **Official Response from Drenny Bajri:** > Thank you for taking the time to share such thoughtful feedback. We are delighted to hear that AutogenAI is helping you save time by bringing together information from a wide range of sources and formats to create clear, coherent answers. It is also fantastic to know that the responsiveness of our team, from quick fixes to training and support, has had a positive impact on your experience. We especially appreciate your comments on the areas that still need refinement. Working closely with customers to understand specific use cases and continuously improve the platform is a core part of our approach, so it is great to hear that this partnership has been valuable for your team. Most importantly, we are pleased to know that AutogenAI is delivering meaningful time savings and helping to ease workload pressures while supporting better forecasting and planning. Thank you again for your review. - The AutogenAI Team ### 16. Powerful Platform for creating initial bid content. **Rating:** 4.0/5.0 stars **Reviewed by:** John H. | Consulting Industry Partner, Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2026 **What do you like best about AutogenAI?** Seems very powerful - can create meaningful content quickly and I can see how this could be useful in bids. **What do you dislike about AutogenAI?** User interface isn't that consistent between the different components and some bits are a bit clunky. This will only be really useful if we have dedicated "librarians" to ensure that the library is continually updated with high quality content - RFPs, proposals, case studies, etc. What guarantees do we have that it won't "hallucinate"? **What problems is AutogenAI solving and how is that benefiting you?** Effort required to create high quality bid contnent. **Official Response from Drenny Bajri:** > Thank you for your thoughtful review. We’re really pleased to hear that you can already see the power of AutogenAI in helping teams create meaningful content quickly and reduce the effort involved in producing high quality proposal content. We also appreciate the candid feedback on the user experience. Consistency across components and making the platform feel more seamless is something we continue to focus on, so comments like this are genuinely valuable. Your point on content governance is an important one too. Strong outputs depend on strong inputs, and maintaining a high quality, well managed library absolutely helps teams get the most value from the platform. That is why we work closely with customers on content strategy, onboarding and best practice, so libraries remain useful, relevant and up to date. On hallucinations, we always advocate for a human in the loop approach when using AI. AutogenAI is designed to support and accelerate expert users, not replace their judgement. Features such as grounded content generation, library controls and review processes help reduce risk, while keeping users in control of final outputs. Thank you again for taking the time to share such balanced and constructive feedback. - The AutogenAI Team ### 17. Intuitive Interface, Enhanced RFP Efficiency **Rating:** 4.0/5.0 stars **Reviewed by:** Dan E. **Reviewed Date:** February 03, 2026 **What do you like best about AutogenAI?** I really like AutogenAI's user interface because it's intuitive to use. It makes it easy to pick out specific areas that I want the AI to review against to produce its responses. It's very useful for reviewing and generating bid collateral, and for responding to RFPs and RFIs. As we use it more, it becomes increasingly useful. **What do you dislike about AutogenAI?** I dislike that the current version of AutogenAI doesn't pick up large volumes of information from a SharePoint site, which would be a useful feature. It's something that's supposedly going to be added in future updates according to some colleagues I've talked to. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI to review and generate bid collateral, allowing me to quickly sift through large amounts of information and pick out specific, relevant details for responding to RFPs and RFIs. **Official Response from Drenny Bajri:** > Thank you so much for taking the time to share such thoughtful feedback. We are delighted to hear that the intuitive user interface is making it easy to navigate content and generate high quality proposal collateral. Creating a platform that feels straightforward and efficient to use is a core priority for us, so it is great to know it is supporting your RFP and RFI workflows in a meaningful way. It is also encouraging to hear that the platform is delivering more value as your usage grows. That continued impact over time is exactly what we aim to enable for our customers. Your feedback on SharePoint ingestion is really helpful and something we know is important for many teams working with large knowledge bases. We are continuously reviewing how we can improve integrations and content ingestion across the platform, and insights like this help shape those conversations internally. In the meantime, please do continue sharing any additional feedback as your usage evolves, as it plays a key role in guiding future improvements. Thank you again for sharing both what is working well and where we can continue to improve. Insights like yours play a direct role in helping us refine the platform and ensure AutogenAI continues to deliver real operational value for proposal teams. - The AutogenAI Team ### 18. Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** May 12, 2026 ### 19. Transforms Bid Writing with Ease and Efficiency **Rating:** 5.0/5.0 stars **Reviewed by:** Tobi S. | Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2026 **What do you like best about AutogenAI?** I really like its Research Assistant feature due to its ease of use. I'm able to make quick iterations and edits and follow up my prompts to further enhance the output I want. I also like that customer feedback is being used to create a better user experience. The initial setup of AutogenAI was very easy. Currently the best tool if you are into bid writing **What do you dislike about AutogenAI?** None **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for bid writing; it helps with ITT time constraints by taking me from a blank page to a first draft. I can make quick edits at the click of a button. **Official Response from Drenny Bajri:** > Thank you for taking the time to share such a positive review. We are delighted to hear that the Research Assistant has been so valuable to your workflow, particularly its ease of use and the ability to make quick iterations, refine prompts, and enhance outputs efficiently. It is also great to know that the initial setup was straightforward and that our commitment to acting on customer feedback is contributing to a better overall user experience. We are especially pleased to hear that AutogenAI is helping you move from a blank page to a strong first draft under tight ITT deadlines, while making it easy to refine content quickly. Supporting faster, higher quality proposal development is exactly what we aim to deliver. Thank you again for your feedback. - The AutogenAI Team ### 20. Effortlessly Streamlines Proposal Writing **Rating:** 5.0/5.0 stars **Reviewed by:** David B. | Consulting Industry Partner - Retail, Transport & Logistics at Atos Amplify, Enterprise (> 1000 emp.) **Reviewed Date:** March 17, 2026 **What do you like best about AutogenAI?** I like that AutogenAI makes the whole bid process contained in one system, which makes it very straightforward to use. It feels well-structured and organized, especially through the kind of outline that you create. The setup was easy; you just log in, and pretty much, that's it. **What do you dislike about AutogenAI?** For me, it's about the lack of connection to our own knowledge library and connecting with SharePoint so that all our collateral can be used as source material. I know that capability is coming in due course. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for collating information needed for proposals. It helps gather case studies, brainstorm ideas, and collect evidence and metrics. **Official Response from Drenny Bajri:** > Thank you for your review, we really appreciate you sharing this! It’s great to hear that the platform feels well structured and easy to use from the outset. Having everything in one place and creating clear outlines is exactly what we aim to deliver to simplify the proposal process. Your feedback on SharePoint and knowledge library integration is really valuable. You’re absolutely right, this is an area we’re continuing to develop, and it’s great to know how important this is for your workflow. Glad to hear AutogenAI is helping with collating information, brainstorming and pulling together evidence and case studies as well. That’s exactly where we want to add the most value. Thanks again for your feedback and for being part of the journey with us. - The AutogenAI Team ### 21. Getting there, step by step. **Rating:** 3.0/5.0 stars **Reviewed by:** George F. | Bid Writer, Mid-Market (51-1000 emp.) **Reviewed Date:** September 29, 2025 **What do you like best about AutogenAI?** I appreciate that the product is regularly updated in response to client feedback. Even though some of the current features might not be exactly what we need at the moment, it's reassuring to know that our input is taken into account and may influence future updates. I think the best three features of the product are: 1. Prompts/Pure Completion: The range/flexibility here has been great in terms of reviewing first drafts for bids, as it provides a more accurate viewpoint of whether questions/specifications have been addressed in comparison to Gamma Review. I was able to design my own prompt which included the command, bid question, bid specification, marking criteria & suggestions for improvement to ensure it meets the maximum marking criteria. 2. Search Prompt: An issue we've experienced with building first drafts is that using the expand function means that the AI would write an answer, which takes away the human element of bid writing somewhat. To overcome this, the search tool has been great at finding relevant text based on keywords I've built to associate with my pre-selected bid answers in my library; this allows me to pull the exact text from the sources for editing in my first drafts, which puts the control further back in my hands. 3. Library Management: The ability to create/sanitise your own bid library is much more efficient than looking for ideas/sources from a library with much wider subject matters. It feels like a constantly evolving product, in that the more relevant information you give it, the more relevant information you get back. While we do use a lot of Word/Excel/PDF files, what could help is an ability to pull stats from PowerBI dashboards we use to advance our libraries further. **What do you dislike about AutogenAI?** I do think some features need tweaking (in various levels depending on the experience) as they tend to add more time to the bid process rather than reduce time. For conciseness, I've listed the three features that I feel require the most improvement: 1. Research Assistant: It feels quite ineffective at pulling requested information from specific internet sources. For example, I asked it to give me a detailed list of all providers within an apprenticeship framework, even asking it to look at the URL that contained all this information, only to get a result saying that it was unable to do this. The result was right in front of it and it failed. 2. Gamma Review: Concerning my comments about Prompt/Pure Completion being an effective review tool, I think it does defeat the point of having Gamma Review as a feature. It has problems concerning word counts and lack of text boxes to provide the required information to ensure accurate review. While one could argue you could use the Extract/Summarise tool to make it fit the word count, you run the risk of compromising accuracy in your review process because some things just get omitted by default. In addition, while you can review answers against pre-defined criteria (e.g. innovation/evidence/robustness), bid writers will always defer to the scoring criteria given in each individual bid, making these pre-defined criteria seem inaccurate, although well-intentioned. To improve this, I think the system needs the following: - Individual text boxes (without word counts) centered around the question, marking criteria, specification, - Option for draft revision to ensure drafts hit maximum scoring criteria 3. Template Management/SSQ completion: Template Management could be a great tool for completing SSQ documents almost instantly, but because the process of exporting content into these templates is jarring as the template seems to take on a different form, it leaves some potential/time on the table. It needs to just input text based on question recognition identified within sources (e.g. library, datasets, Q&A workbooks), leave the template in its pre-uploaded form, and thats it, that should be all completed. I'm probably suggesting a whole new feature here, but some way to upload an SSQ draft and populate it based on library sources (e.g. question recognition) would save time for future submissions. **What problems is AutogenAI solving and how is that benefiting you?** The biggest problem AutogenAI is helping me to solve is simulating how drafts can be reviewed, which can provide confidence in how first drafts are meeting specification requirements prior to them being sent out to subject matter experts for wider review. It essentially faciliates a two-stage drafting/review process, where we ensure it's compliant from a specification standpoint before we make it relevant to our business. Another feature that could improve this is how feedback can be used to provide perspective on how certain clients review & perceive answers, enhancing accuracy in this process. **Official Response from Drenny Bajri:** > Thank you so much for such a comprehensive and thoughtful review. We’re really grateful for the level of detail you’ve shared and how you’ve explored the platform’s capabilities so deeply. It’s fantastic to hear that you’re seeing real value in the Prompt and Pure Completion tools, the Search Prompt, and the flexibility within Library Management. Your feedback perfectly captures how we want users to feel — empowered, in control, and confident that the platform adapts to your way of working rather than the other way around. We especially appreciate your specific suggestions for improvement around Research Assistant, Gamma Review, and Template Management. You’ve outlined some really insightful points, and our product and engineering teams are already exploring several of the areas you’ve highlighted — including smarter source retrieval, enhanced review structuring, and a smoother SSQ completion workflow. It’s also great to see that AutogenAI is helping you simulate and strengthen the review process before final drafts are shared internally. That balance of compliance, accuracy, and human control is exactly what we’re aiming for. Thank you again for taking the time to share such constructive feedback. It’s voices like yours that genuinely shape the evolution of the platform. - The AutogenAI Team ### 22. AutogenAI makes bid prep so easy **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Architecture & Planning | Mid-Market (51-1000 emp.) **Reviewed Date:** April 04, 2025 **What do you like best about AutogenAI?** AutogenAI is impressively fast, and its user-friendly, intuitive design makes it a pleasure to use. I really appreciate how it incorporates our previous content and branding into proposals, turning the process of creating a first draft into an effortless experience. Whenever I face writer's block, I can simply ask it a question, and it provides the starting point I need. Its ability to handle every aspect of bidding, including extracting requirements and deadlines, is outstanding and saves a significant amount of time. The document comparison tool has also been invaluable. AutogenAI has greatly reduced our preparation time for bids, making the entire process faster, easier, and more accurate. The customer support is excellent, with monthly check-ins, updates on new features, and a helpful resource library that simplifies our workflow. Integration was straightforward—just uploading the necessary documents—and it works seamlessly with SharePoint. It's a tool we rely on daily; it's always open and in use. **What do you dislike about AutogenAI?** One downside is that everyone is required to have a license. It would be great if contributors could review text without needing to log in or have a license. **What problems is AutogenAI solving and how is that benefiting you?** This tool addresses the challenge of being a very small team—just one writer and one person handling bids and support. It has made us much more efficient, and as someone who isn't a writer, it has allowed me to produce some initial drafts myself. **Official Response from Drenny Bajri:** > Thank you so much for taking the time to share this brilliant review , we’re absolutely thrilled to hear how much AutogenAI is helping your team fly through proposals with more speed, confidence, and ease (especially with just the two of you powering through!). We know the first draft can often be the hardest part, so hearing that our tools are helping to overcome writer’s block and bring your brand voice to life is music to our ears 🎶. And yes , that document comparison tool really is a game-changer when you’re juggling multiple versions and tight deadlines. Thanks again for being such a passionate user — and for keeping AutogenAI open every day. We’ll keep innovating to make sure it keeps earning that spot on your screen. - The AutogenAI Team. ### 23. Promising Tool with Potential to Streamline Responses **Rating:** 4.0/5.0 stars **Reviewed by:** Ian G. | Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about AutogenAI?** I like the option to 'apply the Atos tone' to outputs in AutogenAI. I also like the way that work can be organized into projects, even though I haven't used it in a team situation yet. Additionally, the initial setup was easy as it was done for me. **What do you dislike about AutogenAI?** I think that at some point we will need to move responses into an M365 document so it can be reviewed etc. After that, I'm not sure how we get responses back into AutogenAI without a cut & paste. **What problems is AutogenAI solving and how is that benefiting you?** I believe AutogenAI will improve bid writing quality, consistency, and speed. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We are delighted to hear that features such as applying the Atos tone, organising work into projects, and the ease of onboarding have made a positive early impact. It is especially encouraging to know that you see AutogenAI helping to improve proposal quality, consistency, and speed, as these are exactly the outcomes we aim to deliver for our customers. We also appreciate your comments regarding the workflow between AutogenAI and M365. We recognise how important seamless collaboration and document review processes are, and feedback like this is incredibly valuable as we continue to enhance the user experience. Thank you again for your review and for being part of the AutogenAI journey. - The AutogenAI Team ### 24. Smoother workflow **Rating:** 4.5/5.0 stars **Reviewed by:** Calum J. | Bid Writer, Enterprise (> 1000 emp.) **Reviewed Date:** September 23, 2025 **What do you like best about AutogenAI?** AutogenAI is excellent at speeding up the drafting process in bidding whilst maintaining attention to detail. The document editor in My Drafts is by far the most useful feature with a range of tools that make shaping content very simple. Being able to filter sources is also invaluable. The system is easy to use and fits seamlessly into my existing workflow, increasing how much I can get done in a day. **What do you dislike about AutogenAI?** The main limitation is that prompts have to start in the initial window before moving into the editor which isn't a major barrier, but it creates an extra step that would be avoided if these prompts could be done directly within the editor itself as this is the feature I find most useful. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI is speeding up my workflow, allowing me to draft large, detailed and compliant bids more quickly. It is also speeding up the process of creating initial summaries for the wider commercial team of opportunities. **Official Response from Drenny Bajri:** > Thank you for sharing such detailed feedback. We’re thrilled to hear that AutogenAI is helping you accelerate the drafting process while maintaining quality, and that the My Drafts editor and source filtering are making a real difference to your workflow. It’s fantastic to know the platform is supporting both detailed proposal writing and quick opportunity summaries for your wider team. We appreciate your suggestion about being able to start prompts directly within the editor. Feedback like this is invaluable as we continue to refine the user experience and streamline steps wherever possible. Thank you again for taking the time to leave this review. - The AutogenAI Team ### 25. Outstanding Support from the AutogenAI Implementation Team **Rating:** 5.0/5.0 stars **Reviewed by:** Sophie L. | Sales Enablement Lead , Enterprise (> 1000 emp.) **Reviewed Date:** September 11, 2025 **What do you like best about AutogenAI?** We’ve had an exceptional experience working with the AutogenAI Implementation team. From the very beginning, their dedication, responsiveness, and deep understanding of the platform have made a real difference in our onboarding journey. A special mention goes to Karen Randolfe, our Implementation Consultant, who has been absolutely brilliant. Karen has a real gift for breaking down complex examples into clear, actionable steps, making it easy for our team to understand and apply the system effectively. She’s consistently gone above and beyond to answer our queries with patience and precision, and her support has been invaluable. The entire team deserves recognition for their continued commitment to excellence. No question is ever too small, and their proactive approach has made us feel truly supported every step of the way. Thank you all for making this implementation process smooth, insightful, and genuinely enjoyable! **What do you dislike about AutogenAI?** This is not applicable to my review we appreciate what AutogenAI has provided to us **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI is helping us solve key challenges in Bid creation saving us significant time and effort. It also makes it easier to reuse and personalise existing content, ensuring consistency and reducing duplication. Plus, it enables seamless collaboration across teams and locations, allowing us to work together more efficiently and produce stronger, unified Bids. **Official Response from Drenny Bajri:** > Thank you so much for sharing such a thoughtful review. We’re delighted to hear about your positive experience with our Implementation team and especially with Karen. It’s fantastic to know her expertise and support have made a real difference in helping your team get the most out of AutogenAI. We’re equally pleased that the platform is delivering the impact we aim for - saving time, streamlining proposal creation, improving consistency, and enhancing collaboration across teams. Your feedback reinforces the value we strive to bring to every customer, and we’ll be sure to share your kind words with the team. We truly appreciate your partnership and look forward to supporting you as you continue your AutogenAI journey. - The AutogenAI Team ### 26. Early Days Learning GENAI, But Excited So Far **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 17, 2026 **What do you like best about AutogenAI?** It creates a solid starting point for bid responses and saves time when deadlines are tight. It’s easy to use and implement, and the features are genuinely useful for frequent drafting and summarising. **What do you dislike about AutogenAI?** I’m still in the process of learning and understanding GENAI, so it’s too early to say what I dislike about it at this moment. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI helps reduce the time I spend reading large documents and drafting bid responses, especially when deadlines are tight. It’s also useful for creating win themes and generating draft responses from the library. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your review, we really appreciate it! It’s great to hear that AutogenAI is helping you create strong starting points quickly and save time when deadlines are tight. We’re also glad you’ve found it easy to use and that features like drafting, summarising and win themes are adding value to your workflow. Completely understand your point on still learning GenAI, there’s definitely a curve there and we’re continuing to make the experience as intuitive as possible. Thanks again for your feedback and for being part of the journey with us. - The AutogenAI Team ### 27. Built for Real-World Users, Backed by First-Class Support and Training **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Construction | Mid-Market (51-1000 emp.) **Reviewed Date:** March 04, 2026 **What do you like best about AutogenAI?** Its designed from the ground up with input from people who do the job, not just software engineers. **What do you dislike about AutogenAI?** It's a relatively steep learning curve to master it, but the support and training provided by their team is first class. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI is helping us to win more work by improving the quality of our bids. It's doing this by streamlining, automating and/or removing daily tasks. It's allowing us to focus more time on being creative and on improving/polishing submissions. It is allowing us to do more with less. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback, we really appreciate it. It is great to hear that the product resonates with you. AutogenAI was built with direct input from proposal professionals, so it is encouraging to know that practitioner led approach is making a difference in your day to day work. You are also right that there can be a learning curve at the start. Proposal work is complex, and we invest heavily in onboarding, training and ongoing support to help teams quickly unlock the full value of the platform. We are especially pleased to hear that AutogenAI is helping your team improve proposal quality, reduce manual tasks and spend more time focusing on creativity and strengthening submissions. That is exactly the impact we aim to deliver. Thanks again for your review! - The AutogenAI Team ### 28. Accelerated Content Creation with Intuitive Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Jose G. | Consultor de tecnologia, Enterprise (> 1000 emp.) **Reviewed Date:** April 24, 2026 **What do you like best about AutogenAI?** I like that AutogenAI significantly accelerates content creation, allowing me to focus on higher value review. The setup was intuitive, which made getting started quite easy. **What do you dislike about AutogenAI?** In some cases the outputs can be a bit generic **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI to review RFPs and make offers. It helps reduce the time and effort required to produce content and significantly accelerates content creation, allowing me to focus on higher value reviews. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We’re really pleased to hear that AutogenAI is helping accelerate content creation and reducing the time and effort involved in reviewing RFPs and producing offers. It’s great to know that the intuitive setup made getting started straightforward, and that the platform is enabling you to focus more time on higher-value review and refinement. We also appreciate your feedback around some outputs feeling generic at times. This is useful insight, and we’re continually working to improve the quality, relevance, and contextual depth of generated content so users can get to a stronger first draft faster. Thanks again for your review and for sharing your experience with AutogenAI. - The AutogenAI Team ### 29. Easy to Use with End-to-End Tender Support and Built-In AI **Rating:** 5.0/5.0 stars **Reviewed by:** Joseph H. | Senior Bid Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 31, 2026 **What do you like best about AutogenAI?** Easy to use, with end-to-end tender support. I like that the AI is embedded directly into the functions rather than being a separate tool. **What do you dislike about AutogenAI?** Pricing can be steep when adding new users **What problems is AutogenAI solving and how is that benefiting you?** Enables me to scale our bid function **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We’re delighted to hear that you find AutogenAI easy to use and value the end to end tender support the platform provides. It is especially encouraging to know that the embedded AI functionality stands out, as we’ve designed the experience to feel intuitive and seamlessly built into your workflow rather than as a separate tool. We also appreciate your honest comment on pricing. We understand that cost can be an important factor, particularly when expanding access to more users, and feedback like this is incredibly valuable as we continue to refine our offering. It’s great to hear that AutogenAI is helping you scale your bid function. Enabling teams to increase capacity, work more efficiently, and deliver high quality outputs at scale is exactly the impact we aim to support. - The AutogenAI Team ### 30. Powerful Functionality That’s Becoming Intuitive to Use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Outsourcing/Offshoring | Enterprise (> 1000 emp.) **Reviewed Date:** February 05, 2026 **What do you like best about AutogenAI?** Very powerful functionality and becoming intuitive to use. Good to see functionality is being enhance to suit our needs and looks like can easily help bids from day 1. **What do you dislike about AutogenAI?** None so far, just the process to learning how to use the tool. Noticed some issues trying out Gamma review but could be user error. **What problems is AutogenAI solving and how is that benefiting you?** Not had the opportunity to use it on a new bid but have tried it on my previous bid to help with win themes, competitive positioning etc, so can see that as power in the early stage cycle as well as during the RFP responses phase. **Official Response from Drenny Bajri:** > Thank you for sharing your feedback, it is much appreciated. It is great to hear that you are finding the functionality powerful and increasingly intuitive to use, and that it already feels like it can support proposals from day one. Seeing the platform evolve in ways that align with real user needs is exactly what we aim for. Thank you as well for your comments on the learning curve and the Gamma review. Early experiences like this are helpful for us as we continue to improve usability and guidance across the platform. It is particularly encouraging to hear how you are seeing value in the early stages of a proposal cycle, from win themes to competitive positioning, as well as during the RFP response phase. Thank you again for taking the time to share your experience. Feedback like this helps us continue to refine the platform and ensure it delivers meaningful value across the full proposal lifecycle. - The AutogenAI Team ### 31. Friendly UI, Strong Support, and Insightful Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Mid-Market (51-1000 emp.) **Reviewed Date:** May 01, 2026 **What do you like best about AutogenAI?** Friendly user interface Continuous improvements and updates Easy access to our own library and content Good onboarding sessions which are not limited Continuous support Great data and analytics **What do you dislike about AutogenAI?** Sometimes it can be a bit slow the processes can be chunky and moving between sections of the platform **What problems is AutogenAI solving and how is that benefiting you?** pulling information from our library quickly and efficiently **Official Response from Drenny Bajri:** > Thank you so much for sharing your feedback. It’s great to hear that you’re finding AutogenAI easy to use, and that the onboarding, ongoing support, data and analytics, and access to your own library content are all adding value. We’re especially pleased to hear that AutogenAI is helping you pull information from your library quickly and efficiently. That is exactly where we want the platform to make a real difference, by helping teams save time, reduce manual searching, and make better use of the content they already have. We also really appreciate your comments around speed and moving between sections of the platform. We’re continuously improving the user experience and platform performance, so feedback like this is incredibly helpful as we keep refining the product. Thanks again for taking the time to leave a review. - The AutogenAI Team ### 32. Speed/efficiency in reviewing RFPs and creating quality responses **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Government Administration | Enterprise (> 1000 emp.) **Reviewed Date:** April 07, 2026 **What do you like best about AutogenAI?** Great way to analyse a request for proposal document set and rapidly progress responses **What do you dislike about AutogenAI?** User interface is organised around a set of AI tools and you need to remeber what tools it makes most sense to use for what use case. It would be better if the UI was organised more around process/use case **What problems is AutogenAI solving and how is that benefiting you?** Sped and efficiency in reviewing requests for proposals + speed/efficiency/quality in responding **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We’re so pleased to hear that AutogenAI is helping you analyse complex request for proposal document sets and accelerate response development with greater speed and efficiency. It is also great to know that the platform is delivering value in both the review and response stages, particularly where quality and pace matter most. We really appreciate your honest feedback on the user interface too. Your point on organising the experience more around process and use case is a valuable one, and it is something we continue to think carefully about as we evolve the platform. Making it as intuitive as possible for users at every stage of the proposal journey is a key focus for us. Thanks again for your review! - The AutogenAI Team ### 33. Effortless Bidding with Tailored Document Segmentation **Rating:** 4.5/5.0 stars **Reviewed by:** Andrew L. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2026 **What do you like best about AutogenAI?** I like the fact AutogenAI segments our own curated library of documents from the wider web. I also appreciate the ability to tailor my search to specific areas of my library. The initial setup was very easy, and it's been all positive to date. **What do you dislike about AutogenAI?** Nothing **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI eliminates the blank page problem, giving us a head start with responses. It segments our curated library of documents and allows tailored searches, enhancing our strategy. **Official Response from Drenny Bajri:** > Thank you for taking the time to leave such a positive review. We are delighted to hear that the separation between your curated library and the wider web has been valuable, and that the ability to refine searches across specific areas of your library is supporting a more tailored and strategic approach. It is also great to know that the initial setup was smooth and that your experience has been positive from the outset. We are especially pleased to hear that AutogenAI is helping to eliminate the blank page problem and giving your team a stronger starting point for developing responses. Supporting faster, smarter, and more strategic proposal development is exactly what we aim to deliver. Thank you again for your feedback. - The AutogenAI Team ### 34. Best-in-Class Automated RFP Features and Functionality **Rating:** 5.0/5.0 stars **Reviewed by:** Andrew G. | Bid Manager, Enterprise (> 1000 emp.) **Reviewed Date:** April 20, 2026 **What do you like best about AutogenAI?** User features and functionality are the best I've seen from an automated RFP tool **What do you dislike about AutogenAI?** Nothing that I've seen so far although I'm still getting used to using the tool. **What problems is AutogenAI solving and how is that benefiting you?** It's helping us to create first draft responses much quicker which was an issue previously. This will in turn allow us to spend more time refining responses. **Official Response from Drenny Bajri:** > Thank you for your thoughtful review. We’re delighted to hear that our features and functionality stand out, and that AutogenAI is already helping your team create first draft responses more quickly. That time saving is exactly what we aim to deliver, giving teams more space to focus on refining, strengthening and personalising their final responses where it matters most. We also appreciate your note on still getting used to the platform. As with any new tool, there can be a short learning curve, and we’re committed to making that experience as smooth and valuable as possible. Thank you again for taking the time to share your feedback. - The AutogenAI Team ### 35. Promising, but Navigation and File Upload Limits Need Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Donna ` A. | Bid Writer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 30, 2026 **What do you like best about AutogenAI?** Still trying to get to grips with it. Will let you know later on **What do you dislike about AutogenAI?** you can not upload more than 20 files at once. not very user friendly when navigating doesnt delete old AI wording when creating a new one Should create standard template folders **What problems is AutogenAI solving and how is that benefiting you?** word counts creating first draft **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We appreciate that you’re still getting to grips with AutogenAI, and we’re glad to hear it is already helping with word counts and creating first drafts. Your comments around file upload limits, navigation, AI wording and template folders are really helpful. We know that ease of use is critical, especially when teams are working under pressure, and feedback like this helps us understand where the experience can be improved. We’ll make sure this is shared with the relevant teams as we continue to refine the platform and make the proposal creation process smoother, faster and more intuitive. Thanks again for your review, and we hope AutogenAI continues to become more valuable as you spend more time using it. - The AutogenAI Team ### 36. Promising Tool for Future Proposal Work After Training **Rating:** 4.0/5.0 stars **Reviewed by:** Kenichiroh C. | Solutioner, Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2026 **What do you like best about AutogenAI?** I haven't actually used it yet, but I think it will be useful for future proposal activities after receiving training. **What do you dislike about AutogenAI?** There's nothing I particularly dislike about it, but I'd like to confirm its usefulness through actual hands-on experience. **What problems is AutogenAI solving and how is that benefiting you?** I believe this will allow us to expedite our proposal activities and improve their quality. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. We’re pleased to hear that the training has given you a positive first impression of AutogenAI and its potential to support future proposal activity. It is also completely understandable to want to confirm that value through hands on use. We know the real impact comes when teams begin applying the platform in live proposal situations and see the benefits for themselves. Our goal is to help teams accelerate proposal workflows while also improving quality, consistency and confidence across responses. We hope that as you continue using AutogenAI, it becomes a valuable part of your process. - The AutogenAI Team ### 37. Efficient Bid Writing with Room for Speed Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Naomi D. | Enterprise (> 1000 emp.) **Reviewed Date:** March 30, 2026 **What do you like best about AutogenAI?** I like AutogenAI for its library settings and clear references. I also appreciate its focus on privacy and its ability to weed out old info. The initial setup was easy for me. **What do you dislike about AutogenAI?** I find the speed of AutogenAI an issue. It's slower than other AI tools I've used. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for bid writing. It saves time and helps with searching through databases. **Official Response from Drenny Bajri:** > Thank you for your feedback. We’re glad to hear that features like library settings, clear references, and our focus on privacy are adding value, and that the initial setup was easy. It’s great to know AutogenAI is helping save time and make database searching more efficient for your proposal writing. We also appreciate your honest feedback on speed. We know performance is important, especially when working to tight deadlines, and this is helpful as we continue to improve the experience. Thanks again for sharing your review and for being part of the journey. - The AutogenAI Team ### 38. Using Autogen as a beginner to both bid writing and Autogen AI. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Civil Engineering | Mid-Market (51-1000 emp.) **Reviewed Date:** September 29, 2025 **What do you like best about AutogenAI?** I like how the tools are tailored specifically for bid writing, as well as the integration of the SharePoint library. We always mention the support we receive, they are quick and always open to help. I love how easy it is use the main features and how there are many tools which other AIs are missing. A huge positive is teaching and guidance which I really appreciate, as a new learner I wase encouraged to ask questions and given chance to take one on ones to familiarise myself with the AI. Most tools are simple and self explanatory which makes it easy to use. I use it a lot for even little things such as emails or questions. Also, really random but I like the look and the minimalist look, I think it allows you to take more in. **What do you dislike about AutogenAI?** A huge thing that comes up often when we talk about Autogen is how often the platform changes while I understand there are new tools to improve the experience but this makes commonly used tools obsolete - this just juxtaposes the ideas of getting familiar of new tools for them just to change or be removed. I love new tools however constant changes every time is excessive especially those of which are unnecessary. While my fellow colleagues were trying to teach them many of them had no idea or use of the many tools. Also, it also sometimes gives out misinformation despite only selecting the library or extracting from a document, I learnt the hard way :( - however I feel this is not too much of problem as it is up to the person to read it thoroughly regardless. Also cannot find many things from our library (might be because it is too big if so I can understand), which means it struggles to answer some company specific questions or find examples or case studies. Sometimes, companies view AI-written bids as less credible if the style is too generic. Sometimes it is so obviously AI as it feels to replicate human tone or our writing style. Can completely just ignore the prompt given e.g. word count or cut out important sections (I can understand but it gets annoying at times), it fails to recognise subject of question at times. Some tools I am completely lost but I will be having a one-on-one to guide me through the process. **What problems is AutogenAI solving and how is that benefiting you?** SPEED & EFFCIENCY- obviously speeds up general process such as creating the first draft and creating the base for a question. It allows us to focus on tailoring the answer to the bid and use that time for other things. Also, gives start staring points when you do not know how to begin. WORD COUNT - helps cut down word count which is time consuming to do manually and also expand using filler words which sound good and strengthen answer TONE AND WRITING STYLE - makes even simple things sound better and more formal / polished EXTRACTION - helps to get info quick **Official Response from Drenny Bajri:** > Thank you so much for such a detailed and thoughtful review. We’re delighted to hear that AutogenAI has been helpful as you begin your journey in proposal writing, from tailored bid-specific tools and SharePoint integration to everyday support like drafting emails. It’s fantastic that the teaching, one-to-one guidance, and encouragement to ask questions are giving you the confidence to explore the platform and make the most of its features. We’re also pleased that you appreciate the minimalist design and ease of use, as well as the wide range of tools that are designed specifically for proposal writing. We really value your honest feedback around platform changes, occasional misinformation, and challenges with searching larger libraries. While innovation and new features are central to our roadmap, we fully understand how important consistency is for learners and teams building familiarity. Your insight will help us balance improvements with stability, so you can continue to feel confident using the tools you rely on most. We are positive your upcoming one-on-one will help provide extra clarity on areas that feel less intuitive and give you the opportunity to explore tools you may not have used yet. It’s encouraging to hear how much you value the benefits across speed and efficiency, word count management, tone and writing style, and quick information extraction. We’re glad that AutogenAI is giving you strong starting points, saving you time, and supporting you in building confidence as you develop your proposal writing skills. Thank you again for sharing your experience in such detail — feedback like this helps us continue to evolve while making sure we deliver the features and guidance that matter most. - The AutogenAI Team ### 39. AutogenAI - Initial Review **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Construction | Mid-Market (51-1000 emp.) **Reviewed Date:** September 24, 2025 **What do you like best about AutogenAI?** There is significant potential in using LLMs as a method for reviewing, understanding, answering, preparing, and refining submissions for ITTs. By leveraging both local historic data and global internet data, these models can enhance the quality and relevance of the responses. **What do you dislike about AutogenAI?** I find the overall structure of the AutogenAI interface and its usage to be overly complex, demanding a considerable amount of effort and mental agility. This is especially challenging given the significant mental workload already involved in handling a large and complex ITT. A much greater simplification of the user experience would be a significant and much-needed improvement. **What problems is AutogenAI solving and how is that benefiting you?** From what I understand, AutogenAI aims to serve as a central library for historical ITT and PPQ data. This would allow new ITTs and PQQs to be created by leveraging these libraries and global networks. Additionally, it uses LLMs to evaluate documents and questions, as well as to help prepare responses. **Official Response from Drenny Bajri:** > Thank you for sharing such a thoughtful review and for recognising the potential of AutogenAI’s large language model capabilities. You’ve captured exactly what we’re striving to achieve — using advanced AI to help teams review, understand, and refine submissions more intelligently, while connecting historic data with real-time insights to produce higher-quality responses. We completely understand your point about complexity. As we continue to expand functionality, ensuring the platform feels intuitive and effortless to use is a top priority. Our design and product teams are currently working on simplifying the user experience so that navigating the platform feels as seamless as the AI itself. It’s also great to see that you recognise our vision of building a central library that streamlines ITT and PQQ creation. Your feedback reinforces the importance of balance — powerful capability supported by simplicity and ease of use — which is exactly where we’re focusing next. Thank you again for taking the time to share your experience. Your perspective genuinely helps us shape the next stage of the platform’s evolution. - The AutogenAI Team ### 40. Impressive, very useful for bid writing but slow at times **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Facilities Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 23, 2025 **What do you like best about AutogenAI?** I am impressed by the features, and how some of them are so useful to bid writing specifically. I also like that there is an option to draw from information in our knowledge library, as well as from internet sources. The security aspect is also a big plus, in that information we input into AutogenAI won't be shared externally. **What do you dislike about AutogenAI?** It is quite slow at times. I have not used it a lot just yet, but I have found it to perhaps be less user-friendly/simple to use than other AI platforms. This could however be due to lack of training (so far) on my part and due to there being more features available on Autogen AI compared to other platforms. **What problems is AutogenAI solving and how is that benefiting you?** It is great for drawing from and reworking existing content in our knowledge library, as searching for content manually was quite time consuming before. It is also good for rewording content to prevent repetition in bids. **Official Response from Drenny Bajri:** > Thank you for your thoughtful feedback. We’re delighted to hear that you find the bid-specific features, knowledge library integration, and security focus valuable. It’s great to know AutogenAI is already saving you time by reworking content and helping reduce repetition in proposals. We also appreciate your comments on speed and usability. We’re continually working on improving performance and making the platform more intuitive, and training resources can definitely help unlock more of the value. Your feedback is really useful in helping us prioritise these areas. Thanks again for sharing your experience. - The AutogenAI Team ### 41. Boosts Efficiency with a Learning Curve **Rating:** 3.5/5.0 stars **Reviewed by:** Holly S. **Reviewed Date:** October 01, 2025 **What do you like best about AutogenAI?** I love how AutogenAI significantly saves me time by making my work across multiple bids more efficient. Its features to expand or minimize text flexibly suit tight or extensive word counts, providing valuable adaptability. The transition from using Chat GPT to Autogen AI highlights its effectiveness and the workflow efficiency it brings, which is crucial in our fast-paced, ever-evolving industry. **What do you dislike about AutogenAI?** I found the initial setup of AutogenAI quite difficult. The platform offers many features, and it took me a while to understand which buttons perform which actions. My lack of technical expertise might have contributed to this challenge, but it was still a hurdle that I had to overcome. **What problems is AutogenAI solving and how is that benefiting you?** I use AutogenAI for bid writing, which saves me time and allows me to work efficiently across multiple bids. Its flexibility with text expansion and reduction is valuable, especially with tight and large word counts. **Official Response from Drenny Bajri:** > Thank you so much for your thoughtful review. We’re thrilled to hear that AutogenAI is helping you save time and improve efficiency across multiple proposals. The flexibility of expanding or reducing text is one of our most-loved features, so it’s brilliant to hear it’s supporting you in managing varying word counts and submission requirements. We also really appreciate your honesty about the initial setup. The platform is powerful, and we know it can feel like a lot at first. We’re continuously improving our onboarding experience to make it more intuitive and guide users through the key tools step by step. Your feedback helps us evolve the platform and ensure it delivers even more value to professionals like you who are driving change in such fast-paced industries. Thanks again for taking the time to share your experience. — The AutogenAI Team ### 42. Streamlines Proposal Writing with Minor Integration Hurdles **Rating:** 4.0/5.0 stars **Reviewed by:** Dave E. | Business Excellence Manager **Reviewed Date:** September 17, 2025 **What do you like best about AutogenAI?** I find AutogenAI's setup straightforward with the assistance of IT, enhancing ease of access and usage. The tool excels in transforming complex information into clear, credible responses rapidly, significantly saving time. I appreciate its diverse tools like the research assistant, Ask AI, and PURE Completion, which effortlessly assist in drafting and modifying texts. I am impressed by the capability to maintain and manage a centralized library for big proposals. The service is exceptionally user-friendly for writing bids and proposals, allowing seamless draft management. Moreover, the responsive and helpful customer support stands out, providing reliable assistance whenever needed. **What do you dislike about AutogenAI?** I find the lack of integration with Word and PDF formats an inconvenience. Transferring proposals often requires cutting and pasting, which is time-consuming. It's problematic that not everyone can access or afford AutogenAI, making it difficult to collaborate efficiently on documents typically finalized in Word or PDF. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI simplifies turning complex information into credible responses quickly, saving me hours. It enables efficient drafting from minimal data, enhancing bid and proposal quality effortlessly. **Official Response from Drenny Bajri:** > Thank you for your thoughtful review. We are delighted to hear that AutogenAI is helping you simplify complex information, save valuable time, and improve the quality of your proposals. It is encouraging to know that features such as the research assistant, Ask AI, and PURE Completion are adding real value, and we are pleased our support team has been able to assist you effectively. We also appreciate your feedback regarding Word and PDF integrations. We recognise the importance of seamless collaboration and document finalisation, and our product team is actively working to enhance options to better meet these needs. Your insights are invaluable as we continue to improve AutogenAI and ensure it delivers the best possible experience for our users. Thank you once again for sharing your perspective. - The AutogenAI Team ### 43. A useful tool with lots of features! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Writing and Editing | Mid-Market (51-1000 emp.) **Reviewed Date:** September 15, 2025 **What do you like best about AutogenAI?** Having the ability to use our company resources directly is very useful. As I am relatively new to some divisions of our company it has saved me and others some time as I no longer need to ask people where to find certain things or if we have written about them before. Karen has been really supportive throughout implementation of the platform too. **What do you dislike about AutogenAI?** It can sometimes feel a little clunky in the language it uses, and isn't quite as concise as we need it to be. I find that often I can't directly copy and paste chunks of text as they're not quite right, but it is very useful as a starting point for inspiration. **What problems is AutogenAI solving and how is that benefiting you?** Skeleton writing was previously a bit of a long task having to go and find where we've written similar things etc... but having a database of all of our writing and be able to search it with ease has been a game changer. **Official Response from Drenny Bajri:** > Thank you for your thoughtful feedback. We’re delighted to hear that AutogenAI is helping you quickly access company resources and content, especially as you get up to speed with different divisions. It’s also wonderful to hear that Karen’s support during implementation has been valuable for you. We appreciate your comments on language style and conciseness. We’re always continuing to improve in this area so responses feel more polished from the outset. It’s fantastic to know that AutogenAI has made a real difference in reducing the time spent on skeleton writing and content searches, giving you more time to focus on the strategic elements of your proposals. - The AutogenAI Team ### 44. Excellent platform with lots of functionalities **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Renewables & Environment | Mid-Market (51-1000 emp.) **Reviewed Date:** September 11, 2025 **What do you like best about AutogenAI?** The ability to integrate our SharePoint library into AutogenAI means we can easily extract material from our previous collateral. The tool has lots of functionalities that allows you to almost craft an entire response from start to finish also within the platform. The AutogenAI Academy and the sessions we have had with the AutogenAI consultants have both been extremely helpful in progressing my learning. I think I have only scratched the surface with AutogenAI and believe that it will prove to become an invaluable tool in my day to day life as a bid manager. **What do you dislike about AutogenAI?** It would be great if we could further polish responses within the platform by having the ability to input images and different text styles to our response, without needed to leave the platform. It would also be useful if the platform could automatically address and input feedback that has been generated by the Gamma Review function. **What problems is AutogenAI solving and how is that benefiting you?** It helps save time which is invaluable in bidding and it acts a central platform for all our previous content, in which we can quickly pull into new responses effectively. **Official Response from Drenny Bajri:** > Thank you for your review. We’re delighted to hear that AutogenAI’s SharePoint integration, platform functionality, and Academy resources are already adding value to your workflow and supporting your growth as a bid manager. Your suggestions around in-platform editing features and further automation of Gamma Review feedback are very helpful. Our team is continually working to enhance the platform, and input like yours plays an important role in shaping future developments. We’re pleased to know AutogenAI is helping you save valuable time and streamline access to your content library, and we look forward to supporting you as you continue to get the most out of the platform. - The AutogenAI Team ### 45. Straightforward, Intuitive Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 24, 2026 **What do you like best about AutogenAI?** Very straightforward to use. Quite intuitive. **What do you dislike about AutogenAI?** Having to reload source documents before each run. Also that all sources (documents, web, library etc are selected by default after certain tasks even through you've deselected them - this can catch out the unwary and lead to unwanted inputs **What problems is AutogenAI solving and how is that benefiting you?** We wrote 267 pages of contractual service descriptions in less than a week - this would have taken several weeks previously **Official Response from Drenny Bajri:** > Thank you so much for your review, we really appreciate you taking the time to share this. It’s great to hear that you’ve found the platform straightforward and intuitive to use. Ease of adoption is incredibly important to us, so that’s brilliant feedback. Writing 267 pages of contractual service descriptions in under a week is a huge achievement. Knowing AutogenAI helped accelerate something that would previously have taken several weeks is exactly the kind of impact we aim to deliver. On the point around reloading source documents and default source selections, thank you for flagging this. That’s really helpful feedback. Improving user control and reducing friction is always a priority for us. Thanks again for sharing your experience, we really value it. - The AutogenAI Team ### 46. Fast, Accurate Answers Across Multiple Documents **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 05, 2026 **What do you like best about AutogenAI?** Its giving good answers spanning across multiple documents. its quick as well **What do you dislike about AutogenAI?** responses are not consistent in different parts of the application like QA and user questions **What problems is AutogenAI solving and how is that benefiting you?** locating relavent documents at ease. **Official Response from Drenny Bajri:** > Thank you for taking the time to share your feedback. It’s great to hear that AutogenAI is helping you generate strong answers across multiple documents, and that you’re finding the platform quick to use. We’re also pleased to hear it is making it easier to locate relevant documents. Helping teams access the right content quickly is a key part of reducing manual search time and improving efficiency. We really appreciate your feedback around response consistency across different areas of the application, including Q&A and user questions. This is helpful insight, and we’ll share it with the relevant teams as we continue to improve the platform experience. Thanks again for your review. - The AutogenAI Team ### 47. Good Knowledge Base Connection, But Data Extraction Needs Better Grammar **Rating:** 1.5/5.0 stars **Reviewed by:** Alfredo A. | Project Manager/People Manager, Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about AutogenAI?** Its ability to connect to a specific company knowledge database. **What do you dislike about AutogenAI?** When extracting data, it brings the information with grammatical errors. **What problems is AutogenAI solving and how is that benefiting you?** It saves time when searching for information in our databases. ### 48. My experience of autogen has grown from strength to strenght **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** September 11, 2025 **What do you like best about AutogenAI?** The draft outline has bene very helpful in creating a structure, as well as using the home function to pull out specific bid requirements. The ask AI function in drafts is really helpful because it both expands and evidences from our bid library. I didn't previously use this, instead using the home function, but the options I have in drafts has really elevated my responses **What do you dislike about AutogenAI?** I think I first learnt to use Autogen using a 5-7 step process. Given I was completely new to the platform, I found this very overwhelming and it put me off. Having since learnt how I like to use it, e.g. using drafts more and working in smaller sections, my confidence and use of it has grown. **What problems is AutogenAI solving and how is that benefiting you?** Autogen searches our bid library far quicker than a human would be able to. It also pulls out the specification requirements super quickly **Official Response from Drenny Bajri:** > Thank you for sharing your detailed feedback. We’re so pleased to hear that features like the Draft Outline, Ask AI, and Home function are helping you structure responses more effectively and get the most out of your bid library. It’s great to know that these tools are elevating your approach and supporting stronger outcomes. We also appreciate your comments on the initial learning process. We understand that the platform can feel feature-rich at first, and we’re continually refining onboarding and training to make it easier for new users to build confidence quickly. Your journey from feeling overwhelmed to finding the methods that work best for you is really valuable insight for us. It’s fantastic to hear that AutogenAI is helping you save time and extract specification requirements far more quickly than manual methods. We look forward to supporting you as you continue to explore and benefit from the platform. - The AutogenAI Team ### 49. Positive experience and highly recommended **Rating:** 5.0/5.0 stars **Reviewed by:** Steven J. | Head of Global Bids, Enterprise (> 1000 emp.) **Reviewed Date:** August 01, 2025 **What do you like best about AutogenAI?** The platform is incredibly simple to use yet delivers powerful results. Implementation was straightforward, with a dedicated specialist guiding us through the process. Customer support is excellent, and has been responsive and helpful whenever needed. We now use it daily, and the number of features goes well beyond what we’d ever expect. Integration with our existing workflows was seamless. Highly recommended for any business serious about improving their bid writing. **What do you dislike about AutogenAI?** As new tools are added to improve the platform, old tools are slowly phased out which can lead to confusion about how we should achieve the same result. **What problems is AutogenAI solving and how is that benefiting you?** AutogenAI helps us collaborate across countries, leveraging expertise from business units across the group. This has helped us achieve consistency on group proposals and elevate our individual country offerings. **Official Response from Drenny Bajri:** > Thank you so much for sharing your experience with AutogenAI. We’re delighted to hear the platform has been simple to use, powerful in results, and has integrated seamlessly into your workflows. It’s great to know our dedicated onboarding and support teams have made a positive impact and that you’re using AutogenAI daily to drive proposal success. We appreciate your feedback around the phasing out of older tools as new ones are introduced. Our product team is always looking for ways to make transitions smoother, and your comments will help us refine that process to minimise disruption. It’s fantastic to hear how AutogenAI has helped you collaborate across countries, create consistency in group proposals, and enhance local offerings. That’s exactly the kind of transformation we aim to deliver, and we’re thrilled to be part of your success story. - The AutogenAI Team ### 50. Great for scanning the bid library and getting a tender started **Rating:** 5.0/5.0 stars **Reviewed by:** Niamh C. | Bid Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** June 20, 2025 **What do you like best about AutogenAI?** Being able to scan previous submission content makes it super easy to extract relevant stats or processes, which speeds up writing tenders significantly. It's easy to make use of each function, and integrates easily into Sharepoint. The support has been great too, with a Teams meeting to guide through the use of autogen. I use it most days for work as it acts like my little assistant. **What do you dislike about AutogenAI?** One thing I've noticed is when cutting the word count for an existing answer, there will usually be at least one suggested answer that is blank aka it cuts out every word which seems a little extreme. **What problems is AutogenAI solving and how is that benefiting you?** It's speeding up the process of getting a tender response started, which then means I can read through and edit it, rather than having to start from scratch. **Official Response from Drenny Bajri:** > Thank you for such a detailed and positive review. It’s brilliant to hear how AutogenAI is speeding up your tender response process and helping you get to a strong starting point faster. We love that you think of it as your “little assistant” and that the SharePoint integration and previous submission search have been valuable to your workflow. We also really appreciate your feedback about the word count trimming feature. This has been flagged with our product team so we can make that function more reliable and effective. Thank you again for taking the time to share your experience. We’re so pleased to be supporting your day-to-day work. - The AutogenAI Team - [View AutogenAI pricing details and edition comparison](https://www.g2.com/products/autogenai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-13+11%3A56%3A32+-0500&secure%5Bsession_id%5D=6378124c-c0c9-4261-92b1-6661a2dd49fa&secure%5Btoken%5D=2aa7534e2103cc9e548ce4e5c43be15907986069748c0d15b5d2d9f3ab2bf0e8&format=llm_user) ## AutogenAI Integrations - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews) - [SharePoint Integration](https://www.g2.com/products/sharepoint-integration/reviews) - [Zapier](https://www.g2.com/products/zapier/reviews) ## AutogenAI Features **Document Creation** - Customizability: Variables and Fields - Template Creation and Flexibility - Rich Media - Online Document Creation - PDF Creation - Custom Branding **Document Management** - Proposal Creation - Bid Management - Bid Comparisons - Bid Management - Templates - Bid Management **Grammar** - Grammar Check - Tone Check - Sentence Formatting **RFP Generation** - Templates - RFX - Versioning - Questions Library **Workflow** - Document Builder Interface - Collaborative Creation - Assembly and Approval Workflows **Qualifications** - Compliance - Bid Management - Contact Database - Bid Management **Formatting** - Style Editor - Citation Finder **Analytics** - Engagement Tracking - Proposal Effectiveness Reporting - Reporting and Dashboards **Construction Management** - Historical Data - Bid Management - Project Management - Bid Management **Content ** - Idea Recommendation - Content Generation - Form Generation **Submissions** - Collaboration - Knowledge Base - Review - Reporting **Administration and Platform** - User, Role, and Access Management - Alerts and Notifications - CRM Integration - E-Signature Integration - API / Integrations **Product Type** - Standalone Application - Plugin **RFP Response** - Project Management - Content Library - Access - Automation - Export - Import **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation **Agentic AI - RFP** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration ## Top AutogenAI Alternatives - [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) - 4.5/5.0 (1,271 reviews) - [Loopio](https://www.g2.com/products/loopio/reviews) - 4.6/5.0 (802 reviews) - [PandaDoc](https://www.g2.com/products/pandadoc/reviews) - 4.7/5.0 (3,306 reviews)