--- title: Inventive.AI Reviews meta_title: 'Inventive.AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 77 reviews by the users' company size, role or industry to find out how Inventive.AI works for a business like yours. aggregate_rating: rating_value: 4.9 review_count: 77 scale: '5' date_modified: '2026-08-01' parent_category: name: Procurement url: https://www.g2.com/categories/procurement --- # Inventive.AI Reviews **Vendor:** Inventive **Category:** [RFP Software](https://www.g2.com/categories/rfp) **Average Rating:** 4.9/5.0 **Total Reviews:** 77 ## About Inventive.AI Inventive AI is the fastest growing AI-native response automation platform for RFPs, RFI, Due Diligence Questionnaires (DDQ), security questionnaires (VSQs). Our clients see \> 70% efficiency in response workflows and up to 50% higher win rates. THE INVENTIVE DIFFERENCE We have built industry-leading AI Agents for 3 of the biggest problems for the sales teams: 1. AI Conflict Manager (proprietary) to tackle conflicting sources Inventive is the first and only platform to have built proprietary LLM technology to detect conflicting information between your sources, so only the most accurate data makes it to the 2. AI Context Engine (proprietary) to get highly contextual responses Our Agents take extensive context into account while responding to the questions ranging from the floated documents, meeting notes, relevant web information, and more 3. AI Agents for strategic advantage Inventive has multiple agents that help with researching your competitors as well as customers. You can also brainstorm creative ideas and do general web research on the platform. 4. New age knowledge management to reduce the pain of maintaining legacy QnA library Inventive integrates with your data tools (Sharepoint, gDrive, Confluence, Notion, etc.), which reduces dependency on SMEs to maintain legacy QnA . We also offer an approach to get rid of legacy QnA library completely for fast moving teams. 5. Answer excel questionnaires and create narrative-style proposals You can create responses to excel sheets as well as generate narrative style documents within Inventive. 6. Always ahead The founding team comes from Google AI, Stanford & UC Bekerley, and the team members are pioneers of several LLM and agentic platforms. We are always ahead of the game in terms of fast moving AI-technology. Request a demo at inventive.ai/demo ## Inventive.AI Pros & Cons **What users like:** - Users appreciate the **ease of use** of Inventive.AI, finding it simplifies complex tasks and speeds up responses. (59 reviews) - Users highlight the **efficiency** of Inventive.AI, significantly saving time and improving response quality for presales teams. (52 reviews) - Users appreciate the **time-saving capabilities** of Inventive.AI, significantly enhancing their team's efficiency and response quality. (33 reviews) - Users value the **consistency in messaging** offered by Inventive.AI, enhancing clarity and improving overall win rates. (30 reviews) - Users find the **intuitive user experience** of Inventive.AI makes it easy to navigate and utilize effectively. (29 reviews) - Users value the **time-saving capabilities** of Inventive.AI for RFP management, streamlining the response process effectively. (28 reviews) - Users praise Inventive.AI for its **best-in-class response quality and exceptional support** , ensuring seamless integration and successful outcomes. (27 reviews) - Process Efficiency (20 reviews) - AI Technology (18 reviews) - Simple (18 reviews) **What users dislike:** - Users find the **analytics insufficient** , lacking depth for strategic planning and comprehensive insights into productivity trends. (23 reviews) - Users find the **poor reporting** features limit customization and hinder effective tracking of teams' adoption and usage. (19 reviews) - Users feel a significant **lack of clarity** in content performance, hindering improvements and effective content management. (8 reviews) - Users feel that the **missing features** hinder effective use of Inventive.AI, particularly in user guidance and notification control. (5 reviews) - Users desire more **customizable role permissions** for improved control over access management in Inventive.AI. (4 reviews) - Content Management (4 reviews) - Inefficiency (4 reviews) - Limited Features (3 reviews) - Users find **poor notifications** in Inventive.AI troublesome, particularly due to noisy alerts during peak activity periods. (3 reviews) - Users find **user management issues** prevalent, needing better role control and onboarding support for new users. (3 reviews) ## Inventive.AI Reviews ### 1. Fast RFP automation with seamless SharePoint and Salesforce integration **Rating:** 5.0/5.0 stars **Reviewed by:** Miguel S. | Sales manager, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** July 23, 2026 **What do you like best about Inventive.AI?** We came into this as a build-vs-buy decision seriously considering building on top of Microsoft Copilot Studio because our whole stack is Microsoft. Inventive's the specialized power drill vs. a general-purpose tool: fine-tuned models for RFP work, real knowledge management, and it processes 200-300+ question questionnaires in minutes. SharePoint + Salesforce integration means it drops into our existing stack cleanly. Also to add on support, they have the best support they were keeping us updated. Also, their UI/UX were really good & very easy to use **What do you dislike about Inventive.AI?** Nothing that's blocked us so far. Inventive AI has been great! **What problems is Inventive.AI solving and how is that benefiting you?** Our dryer-unit RFPs used to take a month of manual drafting across technical specs, custom builds, and go/no-go analysis. Inventive gets us to an 80% automated draft, which was the target we set for build-vs-buy math. Go/No-Go plus Full Response Analysis handle the pre-bid and final-review checks our team used to do by hand. ### 2. Inventive’s Chrome Extension Makes Security Questionnaires and RFPs Effortless **Rating:** 5.0/5.0 stars **Reviewed by:** satyam Ram N. | Senior sales officer, Enterprise (> 1000 emp.) **Reviewed Date:** July 23, 2026 **What do you like best about Inventive.AI?** The Chrome extension is the thing that made me sit up. Manually typing security questionnaires, RFPs answers into customer web portals used to be the worst part of my week. Inventive pulls the questions out of the portal, drafts the answers from our knowledge hub, and pushes them back into the form. The Pre-export Check is the other feature I keep coming back to it catches compliance gaps, contradictions, and tone drift before anything goes out. And the AI just refuses to make things up when our knowledge base doesn't have the answer, which for a security company selling to security teams is table stakes **What do you dislike about Inventive.AI?** Our Asset Studio vision needs Grain integration for call recordings. Inventive supports Gong today. They're looking into it. **What problems is Inventive.AI solving and how is that benefiting you?** Portal-based security questionnaires, RFPs and Excel formatting preservation were killing our team's week. Response speed is around a minute per 100 questions now, and the AI's conflict flagging keeps our answers consistent even as product details change fast. ### 3. Creates accurate, on-brand RFP answers in minutes **Rating:** 5.0/5.0 stars **Reviewed by:** Ana G. | Sales consultant, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** July 23, 2026 **What do you like best about Inventive.AI?** Honestly what won me over was how little we had to feed it 4-5 past RFPs and the AI was drafting answers that felt like ours. The Information Missing flag is what earned my trust: when our knowledge hub didn't have an answer, the platform said so instead of guessing. And the conflict detection caught a contradiction in our own docs one said SAP works out of the box, another said it needed customization. UI/UX is really good & support is great **What do you dislike about Inventive.AI?** We wanted to make a few custom agents for our workflow, they have agreed to it. Let’s see **What problems is Inventive.AI solving and how is that benefiting you?** We were running a 4-way POC against Loopio, Autogen AI, and Tribble to figure out which platform actually holds up on narrative content case studies, product framing, tone. Inventive drafted at the quality bar we needed with minimal edits, and did it faster than the others. ### 4. AI-First RFP Drafting That Eliminates Q&A Libraries and Copy-Paste **Rating:** 5.0/5.0 stars **Reviewed by:** Amit S. | Application Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 04, 2026 **What do you like best about Inventive.AI?** The AI-first approach eliminated two things I never want to go back to: maintaining a Q&A pair library, and copy-pasting answers from past responses into new ones. The platform reads directly from our existing content sources, so we're not curating thousands of question-answer pairs that go stale the moment we stop updating them. There's no Q&A hygiene work in my calendar anymore because there's no Q&A library to hygienize. Copy-paste is the other habit that's gone. When a new RFP lands, the AI drafts from our actual source content with citations rather than sending me back into old proposals to hunt for reusable paragraphs. My team stopped keeping their own personal snippet libraries because the platform surfaces the right source every time. **What do you dislike about Inventive.AI?** Executive-facing dashboard could go deeper I want throughput, win rate by pursuit type, and time-per-response trend in a single view for QBRs. **What problems is Inventive.AI solving and how is that benefiting you?** We used to spend real weekly hours maintaining our Q&A pair library across our old tool flagging duplicates, updating outdated answers, deprecating retired content. That work is gone. Response cycles dropped from about 7 days to under 2 because nobody is copy-pasting from past proposals. Our team stopped keeping shadow snippet libraries in personal notes because the platform handles retrieval better than any manual approach we'd built. The unexpected benefit was that our newest hires got productive in their first week — they never had to learn our old Q&A library conventions because the library doesn't exist. ### 5. Grounded, Cited Drafts That Speed Up Security Questionnaires **Rating:** 5.0/5.0 stars **Reviewed by:** Vivek K. | Senior sales incharge, Enterprise (> 1000 emp.) **Reviewed Date:** July 04, 2026 **What do you like best about Inventive.AI?** Response quality is the thing that made us commit. Before Inventive we ran our own workflow on top of self-trained GPT and Claude prompts engineering built the retrieval pipeline, my team maintained the prompt library, and it worked but never quite got to the accuracy bar we needed for security questionnaires. Inventive's drafts came back grounded in our content with citations, and the answers held up under our SME review pass in a way our internal workflow never did. The 60% faster figure is the other piece. When we compared our overall workflow against generic AI setups including the tuned GPT and Claude pipelines we'd built ourselves. Inventive's end-to-end response cycle was measurably faster. The gap isn't just drafting speed. It's that governance, retrieval, and drafting are already integrated, so we're not managing the seams between them. **What do you dislike about Inventive.AI?** Searching between questions is hard. In a long 1000 question RFPs. Raised a feature request **What problems is Inventive.AI solving and how is that benefiting you?** We stopped maintaining our own prompt engineering and retrieval pipeline, which had been a real ongoing cost. Overall response workflow is roughly 60% faster than the tuned GPT and Claude workflow we ran before, and the accuracy is better because the governance layer catches issues our custom setup used to miss. The unexpected benefit was that our engineering team got its time back. They'd been spending real cycles maintaining the prompt library and retrieval logic. That work isn't ours anymore. ### 6. Autonomous AI Agents That Draft and Govern Content Effortlessly **Rating:** 5.0/5.0 stars **Reviewed by:** Hritik G. | Management Trainee – Business Development, Mid-Market (51-1000 emp.) **Reviewed Date:** July 04, 2026 **What do you like best about Inventive.AI?** The autonomous AI agent model is what actually fits how we work. Two agents in particular carry the weight for us. The Response Agent handles the drafting cycle, parses the RFP, pulls grounded answers from our knowledge sources, assembles the draft without me babysitting each step. The AI Content Governance Agent runs in parallel, scoring documents for relevance, surfacing conflicts across our sources, and flagging any answer where the underlying content doesn't actually support the claim. **What do you dislike about Inventive.AI?** When I jump between multiple active pursuits in the same day, the platform doesn't always preserve my filter and view preferences per project, so I re-apply the same view settings more often than I'd like **What problems is Inventive.AI solving and how is that benefiting you?** Our RFP cycle at Megamax dropped from about 8 working days to just under 3. We took on 40+ pursuits last quarter versus roughly 22 the quarter before with the same BD team. The Content Governance Agent has also caught around 11 real inconsistencies in our knowledge base since we deployed, saving us from shipping conflicting claims to buyers who would have caught them. The unexpected benefit was that our senior BD folks got their strategic time back. The Response Agent handles the mechanical work, so my team focuses on the parts of BD that actually move deals. ### 7. Doubled Our RFP Throughput While Keeping Sellers Focused **Rating:** 5.0/5.0 stars **Reviewed by:** Divyansh G. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 01, 2026 **What do you like best about Inventive.AI?** I was brought into the RFP problem from the engineering side to build an AI native tool.. The CRO asked me to build a tool for it, I mentioned buying is a better decision than building. I ran pocs & Inventive was the answer. The platform lets our senior sellers stay focused on strategic work while the platform handles the response mechanics from ingestion through to a submittable draft. Our RFP throughput doubled inside a quarter without anyone being asked to work more hours. **What do you dislike about Inventive.AI?** The executive-facing dashboard could go deeper — I want a single view of throughput, win rate by pursuit type, and time-per-response trend that I can pull into a quarterly business review without exporting to a spreadsheet. **What problems is Inventive.AI solving and how is that benefiting you?** Our sellers stopped being asked to write RFP responses on nights and weekends, which was showing up in attrition risk. Response volume moved from 34 pursuits a quarter to 71 with the same headcount. The unexpected benefit was that the CRO's weekly forecast conversation got quieter because RFPs stopped being the visible bottleneck in the pipeline. ### 8. Instant, Cited Answers That Transform Customer Calls **Rating:** 5.0/5.0 stars **Reviewed by:** Abhinav D. | Software Engineer 2, Enterprise (> 1000 emp.) **Reviewed Date:** July 01, 2026 **What do you like best about Inventive.AI?** The platform's Q&A agent gives me an instant answer to a customer's technical or compliance question during a call grounded in our actual docs, with a citation I can share directly. I've stopped saying "let me get back to you" and started answering in real time. That has changed the tone of our renewal conversations. **What do you dislike about Inventive.AI?** The mobile experience is thin, which matters because I'm often between customer meetings and want to do a quick draft review from my phone. There's also no way to snooze notifications when I'm heads-down on a critical renewal, so I get pinged on everything or turn them off entirely. **What problems is Inventive.AI solving and how is that benefiting you?** Our renewal-cycle security questionnaire turnaround dropped from 3 weeks to about 4 days. Customers noticed. The unexpected benefit was that our proposals team stopped being pulled into every renewal-related question my team self-serves through the Q&A agent, which freed the proposals team's time for new-business pursuits. ### 9. Autonomous Agents Deliver Hands-Off, Decision-Driven RFP Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Rohit S. | Software Engineer 1, Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2026 **What do you like best about Inventive.AI?** The autonomous agents handle the parts of the RFP cycle that used to consume my team's most senior people. The platform doesn't just generate text — the agents make decisions across the workflow. Go/No-Go decides whether a pursuit is worth committing to. The parsing agent figures out the structure of whatever format the buyer sent. The drafting agents pull grounded answers from our knowledge sources without us pre-classifying which document is relevant to which question. Conflict Detection runs in the background and surfaces issues without me asking it to. The hands-off nature is the thing. We used to spend a lot of effort coordinating between steps. Now the agents coordinate themselves and we coordinate the deal, which is what we should have been doing all along. **What do you dislike about Inventive.AI?** The platform doesn't expose enough visibility into what each agent decided and why — I'd like a per-answer audit trail showing which sources were considered, which were ranked highest, and which were filtered out. **What problems is Inventive.AI solving and how is that benefiting you?** We moved from roughly 18 senior writer hours per major RFP to about 4. Quarterly response volume scaled from 24 to 51 with the same team, and our win rate on the pursuits we do go after has trended up because we're investing real attention into the strategic parts rather than the structural work. The unexpected benefit was that two of my best writers came off the brink of leaving — they'd been burned out on transcription-style RFP work and now spend their hours on the parts of the job they actually signed up for. ### 10. Inventive AI's End-to-End Agents Turn RFPs into Ready Drafts **Rating:** 5.0/5.0 stars **Reviewed by:** Yashwant Singh W. | Software Engineer 2, Enterprise (> 1000 emp.) **Reviewed Date:** June 29, 2026 **What do you like best about Inventive.AI?** The end-to-end agent flow is what made this platform actually useful to me. As a developer pulled into RFP work, I like the agents being autonomous from parsing through to a usable draft. Inventive AI does that. The parsing agent reads the RFP regardless of format and tags the structure. The retrieval agent pulls grounded content from our knowledge sources. The drafting agent assembles answers with citations. I'm not stitching these stages together with my own scripts or doing manual handoffs between steps. **What do you dislike about Inventive.AI?** Image support is missing, and it sometimes adds too many citations. **What problems is Inventive.AI solving and how is that benefiting you?** Across our enterprise pursuits, my time on RFP work dropped from about 4 hours per major technical section to roughly 30 minutes. We responded to 47 enterprise RFPs last quarter versus 28 the quarter before with the same headcount. The unexpected benefit was that I stopped writing one-off automation scripts to glue together our content sources and the response process the platform absorbed that role and I got my actual engineering time back. ### 11. Grounded, Cited Drafts That Cut Our Response Cycle from 6 Days to 2 **Rating:** 5.0/5.0 stars **Reviewed by:** kshiteej j. | GTM Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2026 **What do you like best about Inventive.AI?** The drafts come back grounded in our content with citations on every answer, and my team is editing for tone rather than rewriting from scratch. Workflow lives in one place: ingestion, drafting, review, export so we're not stitching across multiple tools to ship a response. We compared this to Loopio, Responsive during evaluation. What stood out was the agentic capability gap. Inventive's agents are more accurate and the responses feel trustworthy enough to actually ship with light review. With other tools we tested, the agents sometimes generated answers that looked fine on the surface but weren't right — that doesn't happen here in the same way. **What do you dislike about Inventive.AI?** Notifications get noisy when assigned across multiple active projects. Email digest isn't customizable enough to fix it on my own either everything pings me or nothing does, with not much in between. **What problems is Inventive.AI solving and how is that benefiting you?** Response cycle dropped from roughly 6 working days to 2, and we're now bidding on opportunities we'd previously had to skip. The unexpected benefit was that our SMEs stopped being pulled into every section; they reviewed the answers flagged for them and skipped the rest. ### 12. The AI content governance layer is the reason I trust the drafts **Rating:** 5.0/5.0 stars **Reviewed by:** Piyush kumar J. | SENIOR ASSOCIATE, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2026 **What do you like best about Inventive.AI?** The AI content governance layer is what made this platform safe to roll out across our team. AI helps us manage and maintain our content, including identifying conflicting and outdated information. It ensures that the most up-to-date & accurate content is used every time the AI responds to RFPs. **What do you dislike about Inventive.AI?** Overall, my experience with Inventive.AI has been positive, especially in terms of saving time and improving response quality. However, I feel there is still room for improvement in areas like reporting and analytics, as I would like more detailed insights into content performance. Additionally, more granular user permissions and workflow customization would make the platform even more effective for larger teams. These are not major concerns, but enhancements in these areas would further improve the user experience. **What problems is Inventive.AI solving and how is that benefiting you?** Our knowledge base used to drift between updates and we'd find inconsistencies only when a customer caught one in a submitted response. The content governance layer caught and resolved 100 conflicts in our first quarter that we wouldn't have spotted manually, and the confidence scoring routes our review attention to the answers that actually need a second pair of eyes rather than treating every draft as suspect. ### 13. Fast, Accurate RFP Responses with Traceable Staffing Metrics **Rating:** 5.0/5.0 stars **Reviewed by:** Bruno S. | Software Engineer, Information Services, Mid-Market (51-1000 emp.) **Reviewed Date:** June 21, 2026 **What do you like best about Inventive.AI?** We respond to staffing services RFPs where the shape is very different from a typical software RFP. If I summarize it would be three words only: Fast, Accurate & Easy to Use. Buyers want fill rate metrics, time-to-hire averages, retention data by role family, and named past-placement case studies not feature lists. Inventive handles that content shape correctly because it draws from our actual placement data and case study library rather than generating generic staffing prose, and the citation trail means when a procurement office asks where our 92% fill rate figure comes from, we can show them the source report in seconds. The platform adapted to our world rather than forcing us to flatten our content into its assumptions. **What do you dislike about Inventive.AI?** Comment threads aren't as good as Google Docs for back-and-forth review, so when my recruiting director and I are iterating on a case study selection together, we end up doing the actual conversation in Slack and using Inventive comments mostly as bookmarks. Search inside the knowledge hub also returns too many results when I'm looking for a specific past-placement case study by role family better ranking would save me a minute or two each search. **What problems is Inventive.AI solving and how is that benefiting you?** Our RFP response time dropped from roughly 8 working days to 2, which let us bid on 28 opportunities last quarter versus 16 the quarter before with the same proposals headcount. The unexpected benefit was that we won a multi-year $4.2M MSP contract partly because the response shipped 5 days ahead of the buyer's deadline and was the first complete submission they received. ### 14. Inventive AI Saved Me Weekends on Security Questionnaires **Rating:** 4.5/5.0 stars **Reviewed by:** Carlos B. | Real estate TI, Real Estate, Mid-Market (51-1000 emp.) **Reviewed Date:** June 18, 2026 **What do you like best about Inventive.AI?** context: we're 20 people team. no proposals team, no SE org, no marketing person. when an enterprise prospect sends us a 150-question security questionnaire i'm the one filling it out because there's nobody else. i was losing entire weekends to this stuff before we tried inventive ai the UI is the part that surprised me. i was expecting one of those bloated enterprise tools where you need a 30-min training video to find the export button. it's actually clean. i logged in, imported an rfp, and was generating drafts within like 15 minutes. the assignment + status tracking is genuinely good even though we only have a few people — i route the technical sections to my cofounder, the commercial stuff i handle. drafts come back grounded in our content with citations on every answer. for a 100-question questionnaire it spits out a v1 draft in under 5 minutes. that's the part that bought me my weekends back. oh and the "information unavailable" tag — the AI flags questions where it doesn't have an answer instead of making something up. for a small company this matters more, because if we send a wrong answer to a $200k prospect we don't get a second chance. **What do you dislike about Inventive.AI?** honestly priced for bigger companies. their pricing is usage-based and they were flexible with us on the rate, but the headline number was still a stretch for a startup at our stage. But when we saw the roi, we don’t care now. **What problems is Inventive.AI solving and how is that benefiting you?** i was spending probably 1-2 days every other week on rfp/questionnaire work.. inventive cut that to maybe 2-3 hours of editing per response. payback was basically instant. the unexpected benefit: we used inventive's q&a agent during a live customer call last month when a prospect asked a technical compliance question. instead of saying "i'll get back to you," i pulled up the answer with citation in real time. felt very different than the usual "let me ask my team" stall. ### 15. Inventive Admin Experience That Just Works—Smooth Okta Provisioning and Fast Integrations **Rating:** 5.0/5.0 stars **Reviewed by:** Saurav K. | Senior Associate, Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2026 **What do you like best about Inventive.AI?** I'm the person who configures and runs the platform for our org, and the admin experience is where Inventive quietly stands out. Okta SAML and SCIM provisioning worked the first time without exceptions. Integration setup for SharePoint and Salesforce was a single working session with my IT counterpart — no professional services engagement required. Permissions and roles are straightforward enough that I can scope access for a new reviewer in under two minutes, and the platform's audit and usage views give me what I need without exporting to a spreadsheet. **What do you dislike about Inventive.AI?** Pricing tier jumps are bigger than I'd like — moving from one capacity tier to the next is a meaningful step rather than a smooth scale, which makes it harder to forecast cost as we grow usage. The platform also has a noticeable cold start on the first request of the morning, which is a small thing but adds about 30 seconds to the first ingestion of the day. Neither blocks anything. **What problems is Inventive.AI solving and how is that benefiting you?** I rolled this out across two business units and 60 active users in under three weeks end-to-end, which would have taken months on the platforms I evaluated alongside it. The unexpected benefit was that our compliance team approved the deployment without redlines on the DPA, which doesn't happen often and saved me the usual two-week procurement loop. ### 16. Source-Linked RFP Drafts That Stand Up to University Scrutiny **Rating:** 5.0/5.0 stars **Reviewed by:** Diana H. | Sales agent, Real Estate, Mid-Market (51-1000 emp.) **Reviewed Date:** June 17, 2026 **What do you like best about Inventive.AI?** We sell into universities, which means our RFPs go through procurement offices and academic review committees who actually read responses line by line. Inventive holds up under that scrutiny because every answer it drafts links back to the source document it came from, so when a reviewer asks where a specific claim came from, we have the receipt. The other thing I appreciate is that the platform doesn't try to be cute. It pulls from our content, drafts cleanly, and gets out of the way. **What do you dislike about Inventive.AI?** Section reordering inside a project is also more clicks than it should be when we do Q&A style response **What problems is Inventive.AI solving and how is that benefiting you?** Academic RFPs are long, prescriptive, and slow. Even with a dedicated proposals function, a single response used to consume the better part of a week across our writers and SMEs. The platform cut that to two days and let us bid on a Pac-12 system tender we'd previously had to skip because of timing. The unexpected benefit is that our team stopped dreading RFPs, which sounds soft but matters when proposals work is competing with everything else our SMEs are doing. ### 17. It became our company's content infrastructure, not just an RFP tool **Rating:** 5.0/5.0 stars **Reviewed by:** ujjwal k. | Sr. Associate (claims management), Enterprise (> 1000 emp.) **Reviewed Date:** June 17, 2026 **What do you like best about Inventive.AI?** I came to this from the marketing side and ended up making the knowledge hub our company's central content infrastructure not just an RFP tool. The platform absorbs our positioning docs, product pages, case studies, and customer references in one place, and the AI keeps that content honest by surfacing conflicts as we update things. RFPs are still the headline use case, but the deeper value for us has been a content layer that stays in sync rather than rotting. **What do you dislike about Inventive.AI?** Complex template export sometimes break which I have to sometimes fix manually. **What problems is Inventive.AI solving and how is that benefiting you?** Roughly 35% of our drafted content ships as-is, 50% lands with minor edits, and 15% needs rework. That distribution holds across very different content types in our library, which tells me the underlying AI is actually doing the work rather than reciting templates. The unexpected benefit is that our website team now uses the knowledge hub as the canonical source when they refresh landing pages the AI surfaced inconsistencies between our web copy and proposal claims that nobody had spotted. ### 18. Handles the specificity of group benefits RFPs better than anything else we tried **Rating:** 5.0/5.0 stars **Reviewed by:** Maria S. | Sales coordinator, Small-Business (50 or fewer emp.) **Reviewed Date:** June 16, 2026 **What do you like best about Inventive.AI?** We respond to group benefits RFPs from HR teams every renewal cycle, and the specifications are unforgiving plan designs, contribution structures, network access, carrier financials. The platform handles that level of specificity better than I expected because it grounds drafts in our actual carrier documentation rather than generic benefits copy, and it surfaces inconsistencies between our broker-of-record claims and our active plan documents before responses go out the door. **What do you dislike about Inventive.AI?** Tone drifts mid-paragraph on very long responses, which means I do a read-through pass to catch where a formal corporate sentence shifts into a more casual register. **What problems is Inventive.AI solving and how is that benefiting you?** Renewal season used to bury me a single broker on this team handles 40 to 60 RFPs in a six-week window every Q4. The platform cut prep time per response by more than half and freed me to spend that time on plan design strategy rather than transcribing carrier specs. The unexpected benefit was catching an outdated plan ID in our boilerplate before it went to a $2M annual premium client. ### 19. Inventive Helps Our Small RFP Team Punch Above Its Weight **Rating:** 5.0/5.0 stars **Reviewed by:** Vishwajeet S. | Business development manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 16, 2026 **What do you like best about Inventive.AI?** We're a three-person RFP team supporting a much larger sales org, and we were drowning before this. Inventive lets us punch above our weight on long-form proposals because it generates an outline tailored to the actual RFP rather than forcing a template, suggests prompts for each section so we don't miss requirements, and pulls answers from our existing Notion and SharePoint content with citations. The pilot week alone proved the math. **What do you dislike about Inventive.AI?** PowerPoint export isn't live yet, and a fair number of our buyers want a deck rather than a Word doc, so we end up converting manually. The Pipedrive integration also isn't here, which means opportunity context doesn't auto-populate the way our larger competitors' tools probably do. Both are flagged on the roadmap. **What problems is Inventive.AI solving and how is that benefiting you?** The "long, tedious, frustrating" description of our prior process is genuinely gone. Three of us can now respond to the proposal volume that used to require us turning down opportunities, and the unexpected benefit is that our sales team has started routing RFPs to us earlier in the cycle because they trust we'll hit the deadline. ### 20. I implement RFP tools for a living. This is the one I recommend most. **Rating:** 4.5/5.0 stars **Reviewed by:** Snehil S. | CEO & COO, Small-Business (50 or fewer emp.) **Reviewed Date:** June 13, 2026 **What do you like best about Inventive.AI?** I run a small RFP consulting practice. My team helps mid-market and enterprise companies stand up proposal operations picking the platform, designing the workflow, training the team, integrating with their CRM and content stack. I've personally led 4 Inventive implementations in the last 6 months across financial services, SaaS, industrial services, and one healthcare client. The platform is the easiest to teach. Across my 4 Inventive engagements, the average time-to-first-productive-RFP-response for new users is around 5-6 days. On the legacy platforms I used to implement, that ramp was 2-3 weeks. The UI is intentional labels and saved views ("Stacks") instead of folder hierarchies, section assignments that mirror how proposal teams actually work, status tracking that doesn't require side spreadsheets. Almost no client has needed a multi-week formal training program. **What do you dislike about Inventive.AI?** On mobile, the product struggles: no native app, and the browser view is so cramped it discourages serious use. **What problems is Inventive.AI solving and how is that benefiting you?** My clients' average RFP cycle reduction across the 8 implementations: around 60-70%. Win rate movement is harder to attribute cleanly (too many variables) but every client has at least sustained their prior win rate while taking on more bid volume, and several have seen modest lift. Unexpected benefit: I now use Inventive's Q&A agent during my own client discovery sessions. When a prospect asks "does the platform handle X workflow," I open a sandbox tenant and demonstrate it live with their own content. That's been a closing tool I didn't anticipate. ### 21. Very Easy to Use & AI is what makes that difference. **Rating:** 4.5/5.0 stars **Reviewed by:** Yash K. | SEO Outreach Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** June 12, 2026 **What do you like best about Inventive.AI?** This is going to be unusual for a G2 review, so let me lead with the honest part: we were down to Inventive and Loopio in our final round. Loopio was meaningfully cheaper somewhere around 60% of Inventive's quoted price. Our CFO leaned Loopio for obvious reasons. We pushed back and chose Inventive anyway, and six months in I want to write this review specifically because the premium pricing decision is the thing I'd want a peer in real estate services to know about. What justified the premium: the AI output on commercial property management RFPs is in a different league. We bid on institutional REIT property management contracts, commercial brokerage proposals, and property investment service agreements. These are long, prescriptive documents that ask very specific questions about our portfolio composition, asset-class experience, geographic coverage, and capital improvement track record. The AI is what makes that difference. UI is also clean. Our team picked it up in under a week without formal training, which mattered because we're a small BD shop and couldn't afford a multi-month rollout. **What do you dislike about Inventive.AI?** Two specific gaps: - Mobile experience is rough no native app, web on phone is cramped - No keyboard shortcuts for power users **What problems is Inventive.AI solving and how is that benefiting you?** Pre-Inventive: 4-5 working days per institutional REIT RFP, with our most senior BD person and a property analyst essentially blocked for the duration. Six months in: roughly 1 working day per RFP for the better quality of response. We've bid on 17 opportunities so far this year vs. 11 over the same period last year. ### 22. Inventive Supercharged Our RFP Output and Win Rate **Rating:** 4.5/5.0 stars **Reviewed by:** Raghav S. | Business head - US, Small-Business (50 or fewer emp.) **Reviewed Date:** June 12, 2026 **What do you like best about Inventive.AI?** I run a business unit and my lens on any tool is whether it moves the numbers I report on. We spend roughly $35k a year on Inventive. In the first 12 months we went from around 32 RFPs responded annually to about 58 with the same headcount, win rate moved from 22% to 28%, and average response time dropped from 9 working days to 3. One specific deal a $1.4M ARR opportunity we'd been chasing for 18 months closed because of a response the customer called the most thorough they'd received. That alone returned 40x the platform spend in year one. The RFP workflow is what makes the math work. Drafts come back grounded in our content with citations my team can verify, the AI flags questions it can't answer instead of fabricating, and the UI keeps assignments and status visible enough that I don't have to ask my team for updates. The result is account managers doing deal strategy instead of writing copy, which is where the win rate lift comes from. **What do you dislike about Inventive.AI?** Analytics should be covering win rate trends, capacity utilization, cycle time, and content usage in one view. Right now it’s limited .It should be easy to pull directly into a board deck without rebuilding everything in a spreadsheet. The mobile experience also needs to match the executive review pattern: leaders often review between meetings on their phones, and if the experience is not smooth, they end up asking for a PDF instead. **What problems is Inventive.AI solving and how is that benefiting you?** We were capacity-constrained on RFP work in a market with growing volume. The choice was hire a proposals function (~$130k loaded) or solve it with tooling ($35k). We chose tooling. The capacity unlocked is roughly equivalent to that hire, with no ramp time and a predictable cost. The unexpected benefit: I'm in fewer "help me with this RFP question" Slack threads. My account managers self-serve through the platform's Q&A agent, which freed up my own calendar in a way I didn't anticipate. ### 23. The RFP browser extension alone made this worth it for us **Rating:** 5.0/5.0 stars **Reviewed by:** Lairin L. | Salesforce Administrator/DevOps Engineer, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** June 04, 2026 **What do you like best about Inventive.AI?** The browser extension is the thing I keep telling other RFP people about. A lot of the portals we work in won't let you export the questionnaire you're stuck typing answers directly into their UI. That used to mean copy-pasting from a Google Doc one question at a time. Inventive's extension lets the AI respond inside the portal directly, pulling from our knowledge hub. Hours saved per RFP. The way it handles weird Excel formats is the other thing. We get RFPs with multi-column structures, custom indicators ("S" for standard feature, "C" for custom, that kind of thing), multiple tabs. Inventive maps it correctly and exports back into the original file with the formatting intact. Most tools we tried mangled the export. Response quality holds up too. Bespoke answers grounded in our knowledge hub, inline citations, and confidence scores on every answer so we know which ones need SME review. **What do you dislike about Inventive.AI?** The HubSpot integration isn't live yet that's where our pipeline data lives and it would be useful to have RFPs linked to deals automatically. We've been told it's coming. Slack and Teams notifications are also on the roadmap but email works fine for now. **What problems is Inventive.AI solving and how is that benefiting you?** Our RFP process used to be a copy-paste marathon pull a question from a portal, find an answer in an old proposal, paste it back. Days per RFP. Inventive collapsed that into hours. The browser extension solved the portal problem and the Excel handling solved the spreadsheet problem. Those were the two formats killing us. Project-based pricing also matters. We don't have enough RFPs to justify a per-seat enterprise tool. Inventive's model fits the actual shape of how a small team works. ### 24. Cut our RFP time in half, no major complaints **Rating:** 4.5/5.0 stars **Reviewed by:** Priti B. | Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** June 07, 2026 **What do you like best about Inventive.AI?** Honestly the drafts come back good enough that i'm editing not rewriting. that was not the case with the other AI RFP tool we trialed before this (responsive, the AI was rough). citations on every answer is also a big deal for me because I don't trust AI drafts without being able to check the source. also the support response time has been kinda absurd, like we have a slack channel with them and stuff gets answered same day usually. The auto-tagging on excel RFPs works ~80% of the time which sounds bad but is way better than tagging 200 rows by hand. **What do you dislike about Inventive.AI?** Analytics page is pretty thin. I want to see stuff like how much we're editing AI answers, which sections are taking the most time, that kinda thing. Also the word export is fine but our brand template doesn't always come through cleanly, so I do a formatting pass at the end. Took a sec to figure out the sharepoint setup, there's some tenant id thing in microsoft that wasn't obvious. Once that was sorted it's been fine. **What problems is Inventive.AI solving and how is that benefiting you?** We were drowning in rfps and saying no to ones we should've done. Now we can actually respond to most of what comes in, and the responses are higher quality because we're not rushing. I don't have to ask sales engineering to drop everything to help me with a deadline anymore which is huge. ### 25. Automates Proposals While Ensuring Consistency **Rating:** 5.0/5.0 stars **Reviewed by:** Rudra P. | Business Development Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** June 05, 2026 **What do you like best about Inventive.AI?** I use Inventive.AI to automate RFP and questionnaire responses, which significantly reduces response time and delivers higher-quality proposals with less effort. The AI-generated responses powered by our knowledge base are a standout feature, as they save a tremendous amount of time, improve consistency, and help us produce higher-quality RFP responses. I appreciate how it eliminates the need to manually search for past answers and company information, ensuring our proposals are accurate and consistent. Additionally, it prevents outdated or inconsistent responses, speeds up RFP completion, and leverages the latest knowledge for proposals. Inventive.AI complements Microsoft 365, SharePoint, CRM tools, and platforms like Teams by allowing us to quickly generate accurate proposal responses from our existing knowledge and documentation. The initial setup of Inventive.AI was easy. **What do you dislike about Inventive.AI?** The main area for improvement is reducing the amount of manual validation needed for AI-generated responses. Better content management, more precise answer selection, and addition customization options for formatting and tone would further improve the experience. **What problems is Inventive.AI solving and how is that benefiting you?** UI/UX: The platform makes it easy for both technical and non-technical team members to find information, create responses, and collaborate on proposals without a steep learning curve. Integrations: It connects well with our existing tools and content repositories, allowing us to leverage past proposals and knowledge assets without constantly switching between systems. Performance: Instead of manually searching through documents and rebuilding answers, the AI quickly generates relevant, high-quality responses, significantly reducing proposal turnaround time. Pricing / ROI: The time savings alone have delivered strong ROI. Our team spends less time on repetitive work and can focus on strategic, higher-value proposal activities. Support / Onboarding: Implementation was straightforward, and the onboarding process helped our team become productive quickly. The support team has been responsive whenever assistance is needed. AI / Intelligence: The biggest benefit is the AI's ability to generate accurate, context-aware responses from our knowledge base. It reduces reliance on outdated content, improves consistency across proposals, and helps us respond to more opportunities with greater confidence. Overall, Inventive.AI has streamlined our RFP workflow, improved response quality, increased team efficiency, and helped us scale proposal operations without adding additional resources. ### 26. Inventive AI Speeds Up Enterprise RFP Writing with Accurate, Cited Drafts **Rating:** 5.0/5.0 stars **Reviewed by:** Tulsi P. | Associate - Customer Experience, Enterprise (> 1000 emp.) **Reviewed Date:** June 24, 2026 **What do you like best about Inventive.AI?** I write the dense technical sections of our enterprise RFPs architecture diagrams, integration specs, data flow descriptions, security posture. Inventive AI drafts those sections from our actual reference architecture documents with citations back to the source, so I'm now reviewing in about 30 minutes instead of writing from scratch. The platform doesn't hallucinate on the edge cases that matter multi-region failover specifics. **What do you dislike about Inventive.AI?** No AI to generate Images, Diagram would love to see that feature as well **What problems is Inventive.AI solving and how is that benefiting you?** Across our enterprise pursuits, my time on technical sections dropped from about 4 hours per major section to roughly 30 minutes. We responded to 47 enterprise RFPs last quarter versus 28 the quarter before with the same SA team, and the unexpected benefit was that our SAs got pulled out of proposal work and back into deal-specific technical engagement where we actually moved the pipeline. ### 27. AI-Native RFP Tool with Rock-Solid Citations, Confidence Scores, and Hallucination Protection **Rating:** 5.0/5.0 stars **Reviewed by:** Konlan M. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 04, 2026 **What do you like best about Inventive.AI?** I'm an engineer and the CEO of a small company, not a proposal person, I knew the product in & out so I was doing the RFPs but RFPs were eating into our team's time because we're too small to have a dedicated proposal manager. I got tasked with picking an RFP tool because I'd be the one wiring it up to SharePoint and admin'ing it. Inventive was the only tool that didn't feel like it was held together with duct tape. The architecture is AI-native you can tell from the API surface, the way citations are structured, how it handles ingestion. Setup was clean once we sorted the SharePoint tenant ID. Hallucination protection is real the "Information Unavailable" tag actually fires when the knowledge hub doesn't have an answer, instead of the AI making something up like the other tools we tested. From a technical reviewer's lens: the citations link straight back to source docs, confidence scores are exposed on every answer, and the conflict detection across our own content has caught real inconsistencies. That's the kind of behavior I'd want in a system I'm responsible for. **What do you dislike about Inventive.AI?** I'd like more on the API side — webhooks for response events, deeper analytics access. Useful if I wanted to wire RFP data into our own internal dashboards. Told it's coming. Initial SharePoint setup had a tenant ID gotcha that wasn't documented anywhere obvious. Support got us through it same-day, but worth flagging. **What problems is Inventive.AI solving and how is that benefiting you?** Small team, too many RFPs, no proposal manager budget. The team was losing days a week to responses, and we were skipping deals because we couldn't keep up. Inventive collapsed the time-per-RFP enough that the team handles it themselves and we never had to make that hire. Engineering also got its time back — I'm not the de facto RFP writer anymore. ### 28. The first draft is really accurate and solved our multi-product confusion problem. **Rating:** 4.5/5.0 stars **Reviewed by:** Yamini C. | QA tester, Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2026 **What do you like best about Inventive.AI?** We sell multiple products and the AI in our old tool kept mixing them up — one answer would describe our core platform, the next would somehow blend in a sister product with totally different specs. Multi-tenant in one paragraph, single-tenant in the next. Catastrophic on a security questionnaire. Inventive's labeling system fixed that for us. We tag each product's docs with a label, and the AI only pulls from the right pile when we tell it to. The platform actually flagged the conflict itself on our first ingestion — saw that two products had different tenancy models and surfaced it before we generated anything. That kind of awareness is what we'd been missing. Citations on every draft are the other thing. Blue dots that link back to the exact source doc and section. Our security team won't sign off on responses they can't verify, and that makes verification a 10-second click instead of a Slack hunt. **What do you dislike about Inventive.AI?** Ingestion of our old Q&A export had a hiccup at first — encoding issue — but the team fixed it the same day. Worth flagging as a one-time bump, not a recurring problem. **What problems is Inventive.AI solving and how is that benefiting you?** Two big ones. First, the multi-product mixing problem I mentioned — that's solved. Responses come back grounded in the right product's content. Second, the volume problem. We were leaving deals on the floor because we couldn't get RFPs out fast enough, and the ones we did finish were eating our SE time. Inventive cut the draft time enough that our SEs are back to actual technical pre-sales work instead of writing proposal copy. The Go/No-Go agent is a quiet win too. We've passed on a few RFPs we'd probably have spent a week on otherwise. ### 29. Took our SMEs out of the bottleneck **Rating:** 5.0/5.0 stars **Reviewed by:** Aditya K. | Chief Executive Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2026 **What do you like best about Inventive.AI?** The biggest win for us is the AI drafts a real first pass that our SMEs can review instead of writing from scratch. We had a process where our subject matter experts were doing every answer themselves and it just didn't scale, especially when we got 24-hour turnarounds. The document-first approach to the Knowledge Hub works well for the way we operate. We point the tool at our best RFPs and it figures out the rest. Setup was quick and the team running point with us has been responsive throughout **What do you dislike about Inventive.AI?** The merged-cell Excel RFPs we sometimes get can require some manual tagging upfront. Once that's done the tool runs fine, but more automated handling there would be nice. **What problems is Inventive.AI solving and how is that benefiting you?** Before this we had a process where SMEs were answering every RFP question themselves while project managers chased them down. That doesn't work when you have a 24-hour deadline, and it doesn't scale as deal flow grows. Inventive lets us put out an AI-generated first draft so SMEs are reviewing and adjusting instead of writing. That's been a big shift for how much we can take on without burning out the people closest to the product. ### 30. Built Specifically for RFP work in a way most tool aren't **Rating:** 5.0/5.0 stars **Reviewed by:** Vijay D. | Senior Sales Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2026 **What do you like best about Inventive.AI?** The Plateform is built specifically for high-volume RFP and InfoSec questionnaire work, not a generalist AI tool stretched into the use case. Drfats come back with real structure and inline citations, which cuts revbe time a lot. The SharePoint integration is the unlock for us once we had the right tenant ID setup, our content just flowed in. As an SE getting pulled into more federal-flavored RFPs, having one place that handles both the proposal and the questionnaire piece matters a lot. **What do you dislike about Inventive.AI?** Frankly, Setup had a couple of bumps: the SharePoint connection took a minute to get right and there was a tenant ID. I would also like more in the way of dashboards for tracking response performance over time. **What problems is Inventive.AI solving and how is that benefiting you?** Our RFP volume is on track to double and basically every oppoprtunity now comes with an InfoSec questionanaire attached. Doing that manually wasn't going to scale and the generalist AI tools we tried weren't accurate enough on the long-tail of complex RFP documents. Inventive handles the volume and the format properly. We throw and Excel RFP at it and it auto-tags sections, questions and responses for generations. That's the worflow we actually needed. ### 31. Native English/Arabic RFP Handling with Fast, Clear Go/No-Go Summaries **Rating:** 4.5/5.0 stars **Reviewed by:** Rajat G. | Founder & CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** July 23, 2026 **What do you like best about Inventive.AI?** Bilingual English/Arabic RFPs handled natively most vendors made us do language splits manually. Go/No-Go on a 200+ page RFP gave us a clear requirements-fit summary that used to take a day to build. Outline generation on a 30,000-line document was the other standout during our self-directed POC. We really loved their support the team was super helpful in setting up the poc & with the adoption as well. **What do you dislike about Inventive.AI?** Hit a 100 MB file upload limit during the POC on a larger source doc. Engineers increased the limit. **What problems is Inventive.AI solving and how is that benefiting you?** We project 100–120 proposals per year and were doing bilingual language handling, section structure adaptation, and pre-response outline planning by hand. Inventive absorbed all three. Go/No-Go now qualifies pursuits before we commit team time. ### 32. Inventive’s Real Agent Architecture Delivers High-Quality, Grounded RFP Responses **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 24, 2026 **What do you like best about Inventive.AI?** I got pulled into our RFP tooling decision because leadership wanted an engineer to actually evaluate what was under the hood before we committed. Most of the platforms I looked at were LLM wrappers with a workflow UI on top. The AI was the last thing they built, not the first. Inventive was the opposite. The agent architecture is real. The response agent, the content governance agent, and the retrieval layer are engineered to hand off to each other cleanly, and the platform's grounding behavior is enforced at the model level rather than bolted on with post-hoc validation. UI/UX is built for the next generation simple to use. The AI response quality was also really good **What do you dislike about Inventive.AI?** The API access for pulling response and content analytics into internal dashboards is on the roadmap but not fully live yet. I'd also want a portfolio-level view of which parts of the knowledge base drift the most across pursuits, so I can build maintenance workflows around the areas that need it. **What problems is Inventive.AI solving and how is that benefiting you?** Our sales team was losing hours per week to RFP work that shouldn't have been theirs. The platform cut that time by roughly 80%, and my engineering team stopped being asked to build custom retrieval pipelines and prompt-tuning tools for the sales org. That work isn't ours anymore. The unexpected benefit was that our compliance review of the platform cleared faster than any AI tool I've submitted for internal review the grounding architecture and citation model matched what our risk team had been asking every vendor for and never getting. ### 33. Inventive.AI Very Strong tool for RFPs & DDQs Answers with Agentic AI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 20, 2026 **What do you like best about Inventive.AI?** AI / Intelligence: The responses aren't generic AI filler, Inventive.AI pulls it from our actual knowledge sources and gives every answer inline citations, so I can verify where a claim came from before it goes out. The conflict manager is a very powerful feature it catches contradictions across old RFPs and docs, which used to be a manual QA headache. We also use it for DDQs, Due Diligence Questionnaires it is generates the first draft answer with about 90% accuracy. Performance: Inventive.ai cut our RFP turnaround from 14 days to 4 hours and answers actually hold up on nuanced, unusual questions instead of reading as boilerplate. We've also seen higher win rate since switching. Integrations: Connecting to SharePoint / Google Drive / Notion / Confluence and Salesforce meant we didn't have to migrate content into a separate silo. It pulls live from where our team already works, so the knowledge base stays current without anyone babysitting it. UI / UX: The interface is intuitive enough that SMEs picked it up with minimal training. In-line edits let me tweak a specific sentence rather than rewriting a whole answer, which saves real review time. ROI: We saw ROI within 3 months, the time saved per RFP adds up fast once volume scales. Support / Onboarding: Implementation was faster than expected, largely because Inventive's support team stayed hands-on through setup rather than handing us a manual. **What do you dislike about Inventive.AI?** Reporting & Analytics, The analytics view is solid for the basics, but I'd love to see it go a bit deeper things like how often AI answers get edited, which question types take longest to review, or win-rate trends over time. It's a bit of a lighter touch right now for teams who want to use that data to fine-tune both content and workflow, not just move faster. **What problems is Inventive.AI solving and how is that benefiting you?** Before Inventive.AI, our RFP process relied on a knowledge base that someone had to constantly maintain; tagging content, updating stale answers, and hunting through old proposals to find the right language for a new question. That maintenance overhead meant our team spent more time managing content than actually responding to deals, and complex or unusual questions still required a lot of manual research and rewriting. We struggled with slow turnaround on high-volume or complex RFPs, especially questions that didn't fit neatly into existing templates, but now we can generate accurate, source-cited draft answers pulled directly from live documents in SharePoint / Google Drive / Notion, without needing to keep a separate content library up to date. DDQs, Due Diligence Questionnaire bring their own version of this problem due diligence questionnaires from security / compliance teams tend to be dense, repetitive across deals, and time-sensitive, Inventive has great capabilities in this space it lets us answer DDQs from the same centralized knowledge base we use for RFPs, so we're not duplicating effort maintaining two separate content sources It's also removed a lot of the guesswork in how we position our solution against competitors in RFP responses, the AI agents help with competitive research and answer refinement as well ### 34. AI-native RFP responses that beat a self-trained GPT + spreadsheet workflow **Rating:** 4.0/5.0 stars **Reviewed by:** Kristy M. | Director of Solutions & Support, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2026 **What do you like best about Inventive.AI?** I really appreciate Inventive.AI's AI-first approach, rather than a library-first one. For an overly busy team without time to manually maintain a library of RFP responses, this is a huge advantage. It's also very intuitive to create and manage projects, assign questions to colleagues, and leave comments, which makes collaboration on RFPs much smoother. What really stands out is the accuracy of the AI. It only pulls from the sources you specify, and when it can't find an answer to a question, it flags that clearly instead of guessing. Those gaps are then easy to fill by adding the missing info to the knowledge base, so the system keeps getting smarter over time. Lastly, our team has started using the AI Agents within Inventive even outside the context of RFPs. Our team trusts the accuracy of the responses, and it saves time when answering client questions. **What do you dislike about Inventive.AI?** In certain cases the file import has not been as intuitive as expected, but their team is very responsive to any issues or product feedback. Our team was also really missing document templates (they didn't exist), but this was recently added to the platform. **What problems is Inventive.AI solving and how is that benefiting you?** The reliable AI-first approach has saved us many hours during RFP response. Inventive.ai eliminates the RFP workflow we used to rely on, juggling two screens and copy-pasting each question one-by-one into a self-trained GPT. Instead of color-coding answers across scattered Word and Excel docs, we can now draft directly in one centralized platform. It's also made multi-stakeholder collaboration seamless. AEs, SEs, and security team members can all contribute to a response in the same place, rather than passing documents back and forth or trying to consolidate input from separate threads. ### 35. Inventive Transformed Killed the rework problem that was eating our small RFP cycle **Rating:** 5.0/5.0 stars **Reviewed by:** Sumit K. | Business development manager, Small-Business (50 or fewer emp.) **Reviewed Date:** June 16, 2026 **What do you like best about Inventive.AI?** We only do around 20 RFPs a year, but each one used to be 80-85% rework of past answers and 10% actual new thinking. Inventive flipped that ratio. Drafts now come back grounded in our existing content with citations, so my team is editing for win themes instead of rewriting boilerplate. Sales finally owns the RFP cycle instead of dragging in our SMEs for every paragraph. **What do you dislike about Inventive.AI?** The AI sometimes over-cites and stuffs three source links into an answer where one would do **What problems is Inventive.AI solving and how is that benefiting you?** Cut the rework portion of our cycle from 80-85% of effort down to maybe 20%. Sales team can now own RFPs end-to-end instead of escalating every section to subject matter ex ### 36. The AI Proposal Platform That Actually Understands Proposal Work **Rating:** 5.0/5.0 stars **Reviewed by:** Kate T. | Production Manager, Enterprise (> 1000 emp.) **Reviewed Date:** June 15, 2026 **What do you like best about Inventive.AI?** The thing that made me such a believer in Inventive.AI is that it did not just make proposal writing faster — it made our entire proposal process smarter. It changed proposal development from a back-end cleanup effort into a front-loaded strategic process. For our team, that has been the biggest shift and the clearest value. Before using Inventive.AI, our process worked, but it followed a pretty common proposal pattern: draft the response, gather input from contributors, and then use the final stretch before submission to tighten the voice, sharpen the strategy, integrate examples, add case studies, and make everything feel cohesive. The problem was that some of the most important work — strategy, positioning, proof points, and storytelling — was happening too late, when everyone was already deep in deadline mode. Now, we are able to start with the strategy. We define the themes, compile the examples and case studies we want used, identify the differentiators that matter, and give Inventive.AI the direction and source material up front. From there, it helps build responses that already reflect our brand voice, messaging strategy, client-specific positioning, and supporting proof points from the beginning. That has completely changed the quality of our first drafts. Instead of starting with a rough collection of answers that need to be heavily rewritten later, we begin with content that is already more cohesive, more intentional, and more aligned to the story we want the proposal to tell. It still needs human review, judgment, and refinement — and it should — but the work starts from a much stronger place. The unexpected benefit has been how much it improved the final stage of the proposal process. The last hours before submission used to involve a lot of rearranging, rewriting, integrating examples, and trying to make the document feel like one unified response. Now, those final hours are much more focused on quality control, compliance, polish, and making sure the final product is buttoned up. It gives us more room for the white-glove review that proposals really need. The AI itself is strong, but the real value is how it supports the full proposal workflow. It helps us use our existing knowledge more effectively, maintain consistency in our brand voice, and ensure the strategy we define at the start actually carries through the response. For a proposal team, that is a major operational improvement — not just a writing shortcut. Overall, Inventive.AI has helped us work earlier, smarter, and more strategically. It saves time, but more importantly, it helps us produce stronger, more cohesive proposals with less last-minute chaos. **What do you dislike about Inventive.AI?** It is honestly hard to name a true dislike because we have been so happy with Inventive.AI. The only challenge has been the normal adjustment that comes with moving away from a legacy proposal platform. Our previous system had certain features and workflows we had gotten used to, especially for managing a complex content library across many lines of business. We knew before signing that there would be a few legacy features we might miss, and we were very upfront with the Inventive.AI team about that. Once we started implementation and began using the platform in live proposal work, we also identified a few areas where additional flexibility or refinement would make the experience even stronger for a company with our level of complexity. That said, this has been one of the most positive parts of the experience. The Inventive.AI team has been incredibly receptive to feedback. They listen, take our requests seriously, talk through the use case, and have already implemented some of the improvements we asked for. That level of partnership makes a huge difference. So my feedback is really more of a wish list than a dislike. I would love to see the platform continue to expand around content organization, workflow flexibility, and tools for more complex enterprise environments. But overall, I am genuinely very happy with the product and even happier with how responsive and collaborative their team has been. **What problems is Inventive.AI solving and how is that benefiting you?** Before Inventive.AI, one of our biggest challenges was knowledge management. Our Q&A library had become messy and difficult to maintain over time, and valuable content lived in too many places — old proposals, PDFs, PowerPoint decks, case studies, source documents, and internal files. We had strong material, but finding it, validating it, and turning it into a usable response took a lot of manual effort. Inventive.AI has made that process significantly easier. Instead of having to manually break everything into a perfectly organized Q&A format, we can load existing documents, presentations, PDFs, and prior responses directly into the platform. The fact that it can crawl and interpret those materials well has been a major benefit for our team. It also helps us fast-track the proposal response process. We can define the strategy, brand voice, examples, case studies, and proof points up front, and Inventive.AI helps turn that source material into stronger first drafts much faster. That means we spend less time searching, rewriting, and retrofitting strategy at the end of the process. The biggest benefit is both time and quality. We are saving several hours per proposal — and even more on complex responses — while producing drafts that are more cohesive, strategic, and aligned from the start. For us, Inventive.AI is helping turn years of scattered proposal knowledge into something usable, searchable, and actionable. ### 37. Cut RFP Time from 6 Days to 1.5 with Inventive’s Clean, Fast UI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2026 **What do you like best about Inventive.AI?** I'll lead with the numbers because I track them. I run a spreadsheet on every RFP we respond to kickoff date, submission date, hours logged, win/loss outcome. Before Inventive, our average RFP took us about 6 working days from kickoff to submission. Six months in, that average is down to roughly 1.5 days. Roughly 75% faster, give or take depending on how complex the RFP is. Win rate moved too. Rolling 6-month win rate before Inventive was around 22%. Last 6 months it's been around 36%. I'm being careful about how much of that to attribute to the platform vs. our team just getting better probably 60% of the lift is the tool (more thorough responses, fewer compliance misses, less rushing), the other 40% is general practice maturity. Either way it's not a small move. On the experience side: the UI is the cleanest in this category by a long way. I logged in on day one and was running drafts within 20 minutes. **What do you dislike about Inventive.AI?** Analytics in the platform itself are thin which is ironic given how much data I track on the side. I'd love to pull win rate by RFP type, time-to-respond trends, and edit volume per section out of Inventive directly instead of maintaining my own spreadsheet. Told the team; on the roadmap. Occasional complex Word export formatting drift on heavily templated docs. Adds a 10-minute clean-up pass before sending. **What problems is Inventive.AI solving and how is that benefiting you?** The before/after math, rounded: RFP cycle: 6 days → 1.5 days (~75% faster) Win rate (6-month rolling): 22% → 36% RFP volume responded to: 47 last year → 78 projected this year, same headcount Drafted content needing only light edits: ~70% Drafted content needing heavy rework: ~15% Drafted content flagged "Information Unavailable" (no fabrication): ~15% The hidden benefit nobody talks about: we stopped saying no to RFPs. When the cycle was a week, every new RFP was a debate about capacity. At 1.5 days, the conversation is "let's just respond." Pipeline coverage is in a different place because of that. ### 38. Fast, Citation-Backed RFP Drafts with a Clean, All-in-One Workflow **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 11, 2026 **What do you like best about Inventive.AI?** The first time we ran a real RFP through Inventive, it left a question blank with a tag that said "Information Unavailable" meaning the AI couldn't find a supported answer in our knowledge hub and refused to guess. Every other AI tool we'd tested would have invented something plausible. The actual experience of using it: import the RFP, the AI parses it in a few minutes, drafts come back grounded in our content with inline citations on every answer. A 100-question questionnaire goes from import to first draft in under 5 minutes. Most of the answers were accurate & most of them did not need any edit. The UI is clean assignments, status tracking, and reviewer comments all live in one place instead of scattered across email and a side document. **What do you dislike about Inventive.AI?** Reporting feels surface-level. I want to see win rate by RFP type, edit volume per section, time-to-respond trends. The data is presumably there surface it. Told the team about it; they said it's on the roadmap. **What problems is Inventive.AI solving and how is that benefiting you?** Reporting feels surface-level. I want to see win rate by RFP type, edit volume per section, time-to-respond trends. The data is presumably there surface it. Told the team about it; they said it's on the roadmap. The ROI math is straightforward we're responding to more opportunities with the same team, and we're not rushing the responses we do submit. Quality up, throughput up, no headcount added. ### 39. Clean UI, Fast RFP Drafts with Reliable Citations—Saved Me Entire Weekends **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** June 09, 2026 **What do you like best about Inventive.AI?** context: we're 50 people. no proposals team, no SE org, no marketing person. when an enterprise prospect sends us a 150-question security questionnaire i'm the one filling it out because there's nobody else. i was losing entire weekends to this stuff before we tried inventive. the UI is the part that surprised me. i was expecting one of those bloated enterprise tools where you need a 30-min training video to find the export button. it's actually clean. i logged in, imported an rfp, and was generating drafts within like 15 minutes. the assignment + status tracking is genuinely good even though we only have a few people — i route the technical sections to my cofounder, the commercial stuff i handle. drafts come back grounded in our content with citations on every answer. for a 100-question questionnaire it spits out a v1 draft in under 5 minutes. that's the part that bought me my weekends back. oh and the "information unavailable" tag — the AI flags questions where it doesn't have an answer instead of making something up. for a small company this matters more, because if we send a wrong answer to a $200k prospect we don't get a second chance **What do you dislike about Inventive.AI?** honestly priced for bigger companies. we negotiated down from their default and they were flexible, but the sticker price at first was a lot for a startup at our stage. would love a smaller starter tier. setup had a sharepoint tenant id thing that took an afternoon to figure out. their slack support helped same day. not a huge deal but worth flagging. some of the deeper analytics aren't there yet (win rate by rfp type, time-to-respond trends). would be useful when i'm trying to justify the spend to my board. **What problems is Inventive.AI solving and how is that benefiting you?** i was spending probably 1-2 days every other week on rfp/questionnaire work. when you're 10 people that's a real cost — those are CEO hours that should go to selling, hiring, fundraising. inventive cut that to maybe 2-3 hours of editing per response. payback was basically instant. the unexpected benefit: we used inventive's q&a agent during a live customer call last month when a prospect asked a technical compliance question. instead of saying "i'll get back to you," i pulled up the answer with citation in real time. felt very different than the usual "let me ask my team" stall. ### 40. Cuts 100+ Question RFPs from Days to Hours with Helpful Citations **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 08, 2026 **What do you like best about Inventive.AI?** I'm an AE, not a proposal person. We don't have a proposals team so RFPs land on whoever owns the deal which is usually me. Before this I'd lose 2-3 days every time a 100+ question RFP came in and I'd be behind on my pipeline for the rest of the week. inventive does most of the actual writing for me. I import the RFP, give it some context about the deal, and it drafts answers from our content. I go through, fix the ones that need work, and we're done in like a few hours instead of 3 days. That's the whole pitch from my seat. the citations help me verify something technical. and the AI knowing when to say "i don't know" is good because i don't have time to fact-check 200 made-up answers. **What do you dislike about Inventive.AI?** Honestly, the platform has a bunch of features I don't use. go/no-go analysis, conflict detection, all that. probably useful for someone but i just need drafts. **What problems is Inventive.AI solving and how is that benefiting you?** got RFP work down from days to hours. that's the whole thing for me. more time on calls, less time copy-pasting from old proposals. ### 41. Go/No-Go for end-to-end RFP submission across the entire platform in our first quarter. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.) **Reviewed Date:** June 06, 2026 **What do you like best about Inventive.AI?** We're an engineering and construction firm. RFPs in our world aren't 20 questions about a SaaS subscription; they're 150-200 page documents with site plans, scope-of-work specs, embedded drawings, and pricing schedules. We see about 100 RFPs a year and we can only realistically bid on 50-60 of them. The biggest cost in our process isn't writing the bids, it's writing bids we shouldn't have written in the first place. The Bid/No-Bid analysis is what sold us. We feed Inventive the RFP and it tells us where we're capable, where we're stretching, and where we have no business bidding. That single feature has saved us probably 300+ hours of estimator and engineer time this year on bids we now know to walk away from. The platform paid for itself before the first response was generated. On the actual response side it ingests a 160-page RFP in about 4 minutes and drafts answers grounded in our knowledge base (past proposals, project case studies, capability statements). The drafts come back at the accuracy level they promised (>80% on day one) and get better as our team edits, thanks to the learning layer. **What do you dislike about Inventive.AI?** There's no public API yet for connecting to our project management system. That'd be useful for us. We'd love to pull project metadata directly into RFP responses (past project specs, completion dates, change order history). Told it's something they're working on. Image-based content (site plans, terrain images) ingests but the AI's interpretation of those is hit or miss not really their fault, it's a hard problem, but worth flagging for anyone in our industry. **What problems is Inventive.AI solving and how is that benefiting you?** Our old process: Excel sheets, conference calls, copy-paste from past proposals, three rounds of internal review. A single RFP could eat two weeks of estimator and PM time. With Inventive, the first draft is done in minutes, the team reviews and refines, and the bid is out the door in days instead of weeks. But the real value is upstream of that — the Bid/No-Bid analysis. We stopped responding to RFPs we were never going to win. Capacity freed up. Win rate on the ones we actually pursue is up because we're investing real time on real opportunities. ### 42. The AI RFP software that doesn't fall apart on the technically dense questions **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** June 05, 2026 **What do you like best about Inventive.AI?** I do technical RFPs. The questions I deal with aren't "describe your security posture" — they're "describe your tenancy isolation between control plane and data plane in a multi-region deployment when customer KMS keys are rotated mid-session." Inventive is the first one whose drafts hold up on the hard questions. Two reasons, I think. One, the grounding is real — the "Information Unavailable" tag actually fires when the knowledge base doesn't have an answer instead of guessing. The architecture also feels properly AI-native — multiple models in a pipeline, not a single GPT-4 call with a vector search bolted on. You can tell from how it handles edge cases. **What do you dislike about Inventive.AI?** I'd like better APIs for pulling response data out — I want to wire RFP analytics into our own internal dashboards (win rate by product line, time-to-respond, edit volume by category). They've said API access is expanding, so we'll see. Initial SharePoint setup had a tenant ID quirk that wasn't documented obviously. Support resolved it same-day but it cost us an afternoon. **What problems is Inventive.AI solving and how is that benefiting you?** We sell into regulated industries — Federal, financial services, healthcare. Every deal comes with a 200-question security questionnaire plus a technical RFP attached. Pre-Inventive, our SE team was burning 2-3 weeks per deal on response work that I'd argue isn't engineering. With Inventive, the SE writes deal context, the AI drafts everything, and the SE reviews/refines. We've roughly tripled how many opportunities the same team can support. That has real revenue impact at our deal sizes. Conflict detection has also forced us to clean up our own knowledge base. The AI flagged places where two product docs disagreed on specifications, which we fixed at the source. That's a quiet benefit nobody talks about. ### 43. My AEs finally stop pinging me about RFP answers **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** June 09, 2026 **What do you like best about Inventive.AI?** I run sales enablement. before inventive my whole afternoon was AEs slacking me "do we have content on X?" or "what's our answer to Y?" now they just open inventive's Q&A agent and find it themselves with citations. that alone gave me my calendar back. UI is clean, v1 drafts come back in minutes, sharepoint integration just works. **What do you dislike about Inventive.AI?** Analytics are pretty surface-level overall. I would also love deeper reporting on win rate by RFP type, which content gets edited the most, time-to-first-draft trends. That data is how i'd justify the spend to my VP and figure out who needs more training. **What problems is Inventive.AI solving and how is that benefiting you?** AE rep ramp went from "ask enablement every question" to "self-serve in seconds." also cut RFP time about 60% for the reps doing their own responses. real money — i don't need to hire another enablement person to keep up. ### 44. Keep AI-generated content as filled in by G2. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Maritime | Mid-Market (51-1000 emp.) **Reviewed Date:** July 28, 2026 **What do you like best about Inventive.AI?** We run ~400 RFPs a year and each used to eat about a week — mostly transcribing vessel specs into whatever format (Excel, Word, PDF) the client sent. Labels let us restrict the AI to a single nominated vessel, so responses aren't mixing specs across our fleet. Auto-tagging handles the nested tables and multi-question rows that made this manual before. **What do you dislike about Inventive.AI?** Auto-attaching supporting documents (certifications) to specific answers as hyperlink isn't there yet many of our RFPs require that. **What problems is Inventive.AI solving and how is that benefiting you?** 400 RFPs × 1 week each was the workload. The manual bottleneck was transcribing vessel specs into inconsistent client templates. Inventive replaces that with a single upload plus a label constraint to the nominated vessel. ### 45. Saves manual effort and helps us respond faster and fetter **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2026 **What do you like best about Inventive.AI?** Inventive draws from our actual sharepoint content library and audience insight documents rather than generating generic media prose, and the drafts come back specific enough that our sales team can send them with light edits. That's rare in this category; most tools generated something that sounded plausible until a buyer's media planner spotted a claim that didn't hold up **What do you dislike about Inventive.AI?** The AI occasionally over-cites pasting multiple source references into a single answer. **What problems is Inventive.AI solving and how is that benefiting you?** Manually doing RFPs is so time consuming. Our RFP response cycle dropped from about 8 working days to 3 with Inventive AI with better response quality. We did 24 new rfps last quarter versus 14 the quarter before with the same team. ### 46. Streamlined RFP Workflow, AI-Powered Content Management **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User | Enterprise (> 1000 emp.) **Reviewed Date:** July 01, 2026 **What do you like best about Inventive.AI?** I use Inventive.AI to respond to RFPs faster, and it helps us save time in managing the content library with AI. It has reimagined the whole RFP workflow for us and saves so much of manual maintenance. The AI-maintained content library keeps our content fresh, detecting conflicting and outdated content, and we are saving headcount because we don't need someone maintaining our knowledge library. The initial setup was incredibly easy, as we were up and running during a one-hour sales call. **What do you dislike about Inventive.AI?** They could do a better job at controls on the content. Right now it's very basic, and more granular control would be better. **What problems is Inventive.AI solving and how is that benefiting you?** I use Inventive.AI to respond to RFPs faster and save time managing our content library. It reimagines the RFP workflow and maintains our content library, keeping it fresh and accurate without needing manual oversight, effectively saving us on resources. ### 47. Best agentic AI platform for RFPs and security Qs in market **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** June 16, 2026 **What do you like best about Inventive.AI?** My sales and product team does a few hundred RFPs every year, and our previous RFP platform forced us to use a question and answer library, which we were in desperate need to change. We evaluated several top AI tools in the market and found Inventive to be significantly better than anything else in the market. Things that we really liked were their response quality was significantly better in the side by sides we did. Also, their agentic system helped us understand the RFP and user requirements, compliance requirements and also do pre-export checks - all extremely helpful when the team is short on time. Overall, their workflow was pretty seamless for our use case as well. Highly recommend it. **What do you dislike about Inventive.AI?** When we get a questionnaire with drop-downs for product feature lists, etc., we still have to do some manual work. The team told us a fix is coming at the end of June so we'll see. Not a dealbreaker but would be nice to save some tedious effort. **What problems is Inventive.AI solving and how is that benefiting you?** Before this we had one person who basically did nothing but maintain the Q&A library in Responsive. That was unsustainable. With Inventive, knowledge management is automated and the AI capabilities are next level. ### 48. Democratizing the RFP process **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** June 11, 2026 **What do you like best about Inventive.AI?** I like how simple and easy the UI and process are for anyone in my org to pick up. The experience is quick and accurate and syncs directly with our Salesforce instance to integrate everything together. We have democratized the RFP process to the sales team for some of our faster-moving deals, and it has been a seamless transition. Our reps are able to create an accurate response to almost any RFP format and feel confident that they are providing impactful answers. The AI models that back the platform are effective and have quickly learned our organization and its products to where we can trust its accuracy at all levels. Pricing is right on par with many industry tools and they have an easy-to-understand structure. Onboarding was a light lift, enabling us to implement the tool within weeks. Ongoing support has been all you could ask for in terms of service, error-handling, and product development. The Inventive team is very responsive, insightful, and willing to help. **What do you dislike about Inventive.AI?** There have been some loading and tagging errors with many of the projects we have worked on. However, the team is very responsive and willing to jump in and fix what needs to be addressed. The reporting suite is a bit immature at the moment as well, but it is developing and becoming more insightful. **What problems is Inventive.AI solving and how is that benefiting you?** Inventive is helping us grow and scale as an organization while keeping costs down in today's economy. We are able to keep our RFP team lean while maintaining and even increasing our volume/workload. ### 49. Effortless RFPs: Accurate Answers, Simple UI, Seamless SharePoint Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2026 **What do you like best about Inventive.AI?** The best thing I like about Inventive AI is that we don't have to manage Q&A pairs, which saves a lot of time. We integrated it with SharePoint, and all our information is fetched when responding to RFPs. Responses are accurate, and the UI/UX is simple and easy to use. **What do you dislike about Inventive.AI?** Generating diagram images on mobile is difficult, so we have to copy images from Canva and paste them. Still, it's good to at least be able to see the image. **What problems is Inventive.AI solving and how is that benefiting you?** Better RFP response process; it also saves significant time without requiring additional headcount. Our rfp response quality is also improved & better ### 50. Replaced NotebookLM and the copy-paste that came with it **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.) **Reviewed Date:** July 24, 2026 **What do you like best about Inventive.AI?** Replaced NotebookLM plus a lot of manual copy-paste into Excel. The Context Graph learns from our edits so responses stay current without me doing knowledge base maintenance. Inline citations back to source docs make it easy for our security reviewers to verify claims. **What do you dislike about Inventive.AI?** Slack integration is limited to a Q&A chatbot; workflow features are on the roadmap. **What problems is Inventive.AI solving and how is that benefiting you?** 5–10 RFPs a quarter and growing across EMEA, APAC, and the US. NotebookLM plus manual copy-paste wasn't scaling. Inventive handles Excel Q&A natively, and validation work stopped burning our security team's time. - [View Inventive.AI pricing details and edition comparison](https://www.g2.com/products/inventive-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-08-03+22%3A19%3A04+-0500&secure%5Bsession_id%5D=e0f1fb72-14f7-45f6-925d-73327a2396c2&secure%5Btoken%5D=768b80a1ae521a33e88110f99a1441b4182dbbc286d249e793619846b8675c8f&format=llm_user) ## Inventive.AI Integrations - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - [Confluence](https://www.g2.com/products/confluence/reviews) - [Google Backup and DR service](https://www.g2.com/products/google-backup-and-dr-service/reviews) - [Google Drive & Docs for Confluence](https://www.g2.com/products/google-drive-docs-for-confluence/reviews) - [Google Drive for Confluence](https://www.g2.com/products/google-drive-for-confluence/reviews) - [Google Workspace](https://www.g2.com/products/google-workspace/reviews) - [Microsoft SharePoint](https://www.g2.com/products/microsoft-sharepoint/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [Notion](https://www.g2.com/products/notion/reviews) - [Powertools for Google Drive](https://www.g2.com/products/powertools-for-google-drive/reviews) - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) - [Salesforce B2C Commerce](https://www.g2.com/products/salesforce-b2c-commerce/reviews) - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Salesforce Spiff](https://www.g2.com/products/salesforce-spiff/reviews) - [SharePoint Integration](https://www.g2.com/products/sharepoint-integration/reviews) - [Slack](https://www.g2.com/products/slack/reviews) ## Inventive.AI Features **Document Creation** - Customizability: Variables and Fields - Template Creation and Flexibility - Rich Media - Online Document Creation - PDF Creation - Custom Branding **RFP Generation** - RFX - Versioning - Questions Library **Functionality** - Customized Vendor Pages - Centralized Vendor Catalog - Questionnaire Templates - User Access Control **Document Processing & Extraction - AI Proposal Generator Tools** - Requirement Identification & Tagging - Multi-Format Document Ingestion - RFP & Questionnaire Parsing **Workflow** - Document Builder Interface - Collaborative Creation - Assembly and Approval Workflows **Risk assessment** - Risk Scoring - 4th Party Assessments - Monitoring And Alerts - AI Monitoring **AI Response Generation - AI Proposal Generator Tools** - Continuous Learning from Edits - Response Personalization & Tone Control - Contextual Answer Recommendations - AI Draft Response Generation **Analytics** - Engagement Tracking - Proposal Effectiveness Reporting - Reporting and Dashboards **Submissions** - Collaboration - Knowledge Base - Review - Reporting **Generative AI - Vendor Security and Privacy Assessment** - Text Summarization - Text Generation **Content Management - AI Proposal Generator Tools** - Governed Content Library - Content Versioning & Approval Controls - Duplicate Detection & Content Optimization **Administration and Platform** - User, Role, and Access Management - Alerts and Notifications - CRM Integration - E-Signature Integration - CPQ Integration - API / Integrations **RFP Response** - Project Management - Content Library - Access - Automation - Export - Import **Collaboration & Workflow - AI Proposal Generator Tools** - SME Assignment & Task Routing - Review & Approval Workflows **Generative AI** - AI Text Generation **Agentic AI - RFP** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration **Analytics & Performance - AI Proposal Generator Tools** - Proposal Performance Analytics ## Top Inventive.AI Alternatives - [Loopio](https://www.g2.com/products/loopio/reviews) - 4.6/5.0 (804 reviews) - [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) - 4.5/5.0 (1,300 reviews) - [PandaDoc](https://www.g2.com/products/pandadoc/reviews) - 4.7/5.0 (3,441 reviews)