# Top Free Intelligent Document Processing (IDP) Software

## How Many Intelligent Document Processing (IDP) Software Products Does G2 Track?

**Total Products under this Category:** 334

### Category Stats (Jul 2026)

- **Average Rating:** 4.57/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ABBYY Intelligent Document Processing (+3.52%) - Among all products in this category, ABBYY Intelligent Document Processing recorded the largest rating increase compared to last month

_Last updated: July 25, 2026_

## How Does G2 Rank Intelligent Document Processing (IDP) Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 19,700+ Authentic Reviews
- 334+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Intelligent Document Processing (IDP) Software
 ![G2 Grid® for Intelligent Document Processing (IDP) Software plotting products by satisfaction and market presence](https://www.g2.com/categories/intelligent-document-processing-idp/grids.png?focus%5B%5D=6218&focus%5B%5D=1330854&focus%5B%5D=53828&focus%5B%5D=78842&focus%5B%5D=1461595&focus%5B%5D=146865&focus%5B%5D=1465889&focus%5B%5D=1277091)

Highlighted products: UiPath Agentic Automation, ABBYY Intelligent Document Processing, Automation Anywhere Agentic Process Automation, Rossum, LLM Whisperer, CloudFiles, DocuPipe, and Affinda.

Underlying data: [Grid® JSON](https://www.g2.com/categories/intelligent-document-processing-idp/grids.json?focus%5B%5D=uipath-agentic-automation&focus%5B%5D=abbyy-intelligent-document-processing&focus%5B%5D=automation-anywhere-agentic-process-automation&focus%5B%5D=rossum&focus%5B%5D=llm-whisperer&focus%5B%5D=cloudfiles-cloudfiles&focus%5B%5D=docupipe&focus%5B%5D=affinda)

**Sponsored**

### Bizagi

Bizagi is an enterprise platform for business orchestration and AI automation, enabling organizations to design, automate, and run complex end-to-end processes that bring together people, AI agents, systems, and data. Unlike point AI tools, Bizagi is the operational layer where AI, processes, and enterprise systems work together: governed, auditable, and production-ready. Built on more than two decades of enterprise process expertise, Bizagi brings the depth of operational knowledge that newer AI platforms simply have not had time to develop. That foundation is what makes Bizagi's AI story credible where others are still experimental. Bizagi's native AI capabilities are built directly into the platform. AI Agents are reusable, GenAI-powered assistants configured in the AI Hub, capable of content generation, document analysis, classification, summarization, and more. They can be invoked from processes, interfaces, or other agents, and integrate via connectors and Model Context Protocol to reach internal and external systems. AI Workers automate repetitive tasks inside forms and workflows by analyzing rules, field history, and process context, operating in supervised or more autonomous modes and improving through reinforcement learning. Ask Ada, Bizagi's conversational analytics assistant, lets users query business data in natural language and receive answers, charts, and insights, all within Bizagi's role and permission model and grounded in both process data and enterprise documents through a built-in RAG knowledge layer. Governance is central, not optional. Bizagi runs on Microsoft Azure with Private OpenAI integration, keeping sensitive data within a secure perimeter. AI features require deliberate configuration and deployment. Generative AI capabilities are intentionally built into workflows rather than casually enabled, and Data Domains, Personas, and Bizagi's role model control precisely what any AI capability can access and how results can be used. Customers see results fast. Stone Coast Fund Services reduced processing time by 80% across more than 25,000 annual service requests, going live in six weeks. Bizagi's AI Ignite packages take organizations from zero to live AI Agents or AI Assistants in approximately seven weeks, combining software and professional services to de-risk early projects. With over 1,000 enterprise implementations across financial services, manufacturing, healthcare, and government, Bizagi is named in the 2025 Gartner Magic Quadrant for Business Orchestration and Automation Technologies (BOAT), Microsoft Certified for AI in Financial Services and Manufacturing, and a G2 leader across Agentic AI, AI Agents for Business Operations, BPM, and Digital Process Automation. Customers include DHL, Unilever, Caterpillar, and Old Mutual. For more information, visit bizagi.com.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1006748&secure%5Bchosen_at%5D=2026-07-30T23%3A24%3A10Z&secure%5Bdisplayable_resource_id%5D=1614&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1614&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=20785&secure%5Bresource_id%5D=1006748&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fintelligent-document-processing-idp%2Ffree%3Fopen_modal_url%3D%252Fproducts%252Fpix-rpa%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fintelligent-document-processing-idp%25252Ffree%2526source%253Dcategory&secure%5Btoken%5D=116ac6059fd85cf65f1b570aa1c893e33ff0a37300acadbb8dd4721c1e75538e&secure%5Burl%5D=https%3A%2F%2Fwww.bizagi.com%2Fen%2Fprocess-orchestration-with-bizagi%3Futm_source%3DG2%26utm_medium%3Dthird_party%26utm_campaign%3DTech-GL-2026_05-Content-G2_Clicks_Orchestration&secure%5Burl_type%5D=custom_url)

### [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews)

UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence.

**Average Rating:** 4.6/5.0

**Total Reviews:** 6,136

#### How Do G2 Users Rate UiPath Agentic Automation?

- **Ease of Admin:** 8.5/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.7/10 (Category avg: 8.8/10)

#### Who Is the Company Behind UiPath Agentic Automation?

- **Seller:** [UiPath](https://www.g2.com/sellers/uipath)
- **Company Website:** www.uipath.com
- **Year Founded:** 2005
- **HQ Location:** New York
- **Twitter:** @UiPath  
108,104 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,134 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** RPA Developer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 51% Large, 29% Medium

#### What Do G2 Reviewers Say About UiPath Agentic Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise UiPath Agentic Automation for its **advanced AI integration** , making automation of complex tasks seamless and efficient.
- Users highlight the **ease of use** of UiPath Agentic Automation, facilitating smoother integration and workflow for developers.
- Users value the **adaptive and seamless automation** of UiPath Agentic Automation, effectively managing complex tasks with AI integration.
- Users praise the **automation ease** of UiPath Agentic Automation, highlighting its advanced AI and orchestration capabilities.
- Users value the **efficiency** of UiPath Agentic Automation, significantly reducing time and effort in business processes.

##### Cons

- Users find UiPath Agentic Automation to be **expensive** , especially in comparison to other RPA tools, impacting accessibility.
- Users find the **learning curve steep** , with challenges in agent training and programming knowledge for non-technical users.
- Users find the **complexity** of UiPath Agentic Automation overwhelming, particularly when managing advanced features and setup processes.
- Users feel the **pricing is too high** for UiPath Agentic Automation, suggesting adjustments for better accessibility.
- Users find the **licensing issues confusing** , which complicates the initial setup and increases the learning curve.

#### What Are Recent G2 Reviews of UiPath Agentic Automation?

**["Transformative Automation with AI Decision Making"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)**

**Rating:** 4.5/5.0 stars

_— Arti P._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)

**["Extending RPA Capabilities with Agentic AI"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)**

**Rating:** 4.5/5.0 stars

_— Muhammad A._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)

#### What Are G2 Users Discussing About UiPath Agentic Automation?

- [What are the most impactful use-cases of UiPath's RPA in automating repetitive business processes?](https://www.g2.com/discussions/what-are-the-most-impactful-use-cases-of-uipath-s-rpa-in-automating-repetitive-business-processes) - 2 comments
- [What is robotic process automation RPA and when is it beneficial?](https://www.g2.com/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment
- [Which business process can be automated with RPA?](https://www.g2.com/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments
- [What is RPA in UiPath?](https://www.g2.com/discussions/what-is-rpa-in-uipath) - 2 comments
- [Is UiPath an RPA tool?](https://www.g2.com/discussions/is-uipath-an-rpa-tool) - 2 comments

### [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews)

Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end process automation—including process discovery, RPA, document processing, and advanced analytics—all built on a foundation of security and governance. We empower businesses worldwide to unlock productivity, elevate customer experiences, and drive new revenue streams. Guided by our vision to fuel the future of work, we unleash human potential through Agentic AI-powered automation. Learn more at https://www.automationanywhere.com.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4,054

#### How Do G2 Users Rate Automation Anywhere Agentic Process Automation?

- **Ease of Admin:** 8.4/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.9/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Automation Anywhere Agentic Process Automation?

- **Seller:** [Automation Anywhere](https://www.g2.com/sellers/automation-anywhere)
- **Company Website:** www.AutomationAnywhere.com
- **Year Founded:** 2003
- **HQ Location:** San Jose, CA
- **Twitter:** @AutomationAnywh  
55,050 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b65bf215f64217ef3b0ed8a101e77a8d2b3eb6923ef8ecde6e5eaa77ae57d698&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F208639%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,314 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** RPA Developer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 59% Large, 23% Medium

#### What Do G2 Reviewers Say About Automation Anywhere Agentic Process Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** in Automation Anywhere Agentic Process Automation makes bot development simple and efficient.
- Users love the **ease of automating tasks** with Automation Anywhere, enjoying its intuitive interface and time-saving capabilities.
- Users appreciate the **efficiency** of Automation Anywhere, simplifying automation and enhancing process performance across various applications.
- Users admire the **ease of automation** with Automation Anywhere, enabling non-coders to effortlessly create bots.
- Users appreciate the **intuitive user interface** of Automation Anywhere, enhancing automation ease and efficiency across processes.

##### Cons

- Users find the **pricing model complex and high** , which can be challenging for small teams or individuals.
- Users face a **steep learning curve** with Automation Anywhere, particularly when navigating advanced features and complex workflows.
- Users note the **missing features** in Automation Anywhere, impacting functionality and complicating automation tasks.
- Users frequently face **software bugs** that disrupt automation tasks and lead to frustrating experiences throughout the process.
- Users struggle with **bot issues** like complex UI, debugging challenges, and the steep learning curve for beginners.

#### What Are Recent G2 Reviews of Automation Anywhere Agentic Process Automation?

**["Helping Teams Focus on Higher-Value Work"](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12995566)**

**Rating:** 4.0/5.0 stars

_— pavan k._

[Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12995566)

**["Excellent Efficiency Gains, But Onboarding Needs Simplification"](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12949275)**

**Rating:** 4.0/5.0 stars

_— Joel A._

[Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12949275)

#### What Are G2 Users Discussing About Automation Anywhere Agentic Process Automation?

- [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/automation-anywhere-rpa-robotic-process-automation-what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 1 comment
- [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 3 comments
- [What is Automation Anywhere - RPA | Robotic Process Automation used for?](https://www.g2.com/discussions/what-is-automation-anywhere-rpa-robotic-process-automation-used-for) - 1 comment
- [Can RPA be used for test automation?](https://www.g2.com/discussions/can-rpa-be-used-for-test-automation) - 4 comments, 1 upvote
- [How is RPA different from automation?](https://www.g2.com/discussions/how-is-rpa-different-from-automation)

### [Rossum](https://www.g2.com/products/rossum/reviews)

Rossum is a market-leading Intelligent Document Processing solution combining the industry’s most advanced data extraction capabilities with a complete low-code platform that automates significant amounts of manual work. Our goal for every use case is, at minimum, a 90% document processing speed increase. Over 450 organizations across industries, including Bosch, Siemens, Panasonic, Flexport, Morton Salt, and The Master Trust Bank of Japan, use Rossum to reduce manual effort, improve turnaround times, and eliminate errors. Rossum automates document processing in four steps: receiving multi-channel documents, automated understanding, resolving exceptions with two-way communication, and using in-depth integrations to act on data. Our proprietary AI engine has been specifically designed from the ground up to deliver unparalleled accuracy when processing data from any type of document. Rossum cuts down on most maintenance efforts thanks to cloud hosting and automated self-learning AI engine. It takes care of the entire document lifecycle from receiving to internal IT systems posting. Rossum is ISO 27001 and SOC 2 Type II certified and HIPAA compliant. The cloud service has been specifically engineered for high availability, with enterprise-grade SLAs ranging up to a 99.9% uptime guarantee and 24/7 support. Try it for yourself with Rossum’s free trial.

**Average Rating:** 4.5/5.0

**Total Reviews:** 119

#### How Do G2 Users Rate Rossum?

- **Ease of Admin:** 9.0/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.9/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Rossum?

- **Seller:** [Rossum](https://www.g2.com/sellers/rossum)
- **Year Founded:** 2017
- **HQ Location:** London
- **Twitter:** @RossumAi  
1,220 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3fb599db8c931ce170e5c9469d4ecb6d12dd4dbe46063333dd392a534649601b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F17912335%2F&secure%5Burl_type%5D=linkedin_company_website)  
191 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting, Financial Services
- **Company Size:** 43% Medium, 30% Small

#### What Do G2 Reviewers Say About Rossum?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Rossum's software to be **very easy to use** , significantly enhancing their workflow and efficiency.
- Users praise the **excellent customer support** from Rossum, noting quick responses and effective assistance from dedicated managers.
- Users praise the **AI technology** of Rossum for its intelligent validation and efficient invoice processing capabilities.
- Users appreciate the **nice and clear UI** of Rossum, enhancing their experience with seamless integrations and custom options.
- Users highlight the **high accuracy** of Rossum in automating invoice processing and reducing manual work significantly.

##### Cons

- Users find the **missing features** of Rossum frustrating, especially regarding configuration and document handling limitations.
- Users report **software bugs** in Rossum, leading to inaccurate confidence scores and frustrating automation challenges.
- Users experience **limited functionality** in Rossum, particularly with configuration options and status choices, affecting usability.
- Users experience **slow processing** at times, especially with larger invoices, affecting overall efficiency and automation.
- Users find the **learning difficulty** frustrating, often struggling to master features and customize the interface effectively.

#### What Are Recent G2 Reviews of Rossum?

**["A Truly Intuitive Game Changer for Document Processing"](https://www.g2.com/survey_responses/rossum-review-12085020)**

**Rating:** 5.0/5.0 stars

_— Gabriela S._

[Read full review](https://www.g2.com/survey_responses/rossum-review-12085020)

**["Intuitive Interface and Outstanding Support Make Rossum Stand Out"](https://www.g2.com/survey_responses/rossum-review-12083941)**

**Rating:** 5.0/5.0 stars

_— Nuno F._

[Read full review](https://www.g2.com/survey_responses/rossum-review-12083941)

#### What Are G2 Users Discussing About Rossum?

- [How do you use Rossum?](https://www.g2.com/discussions/how-do-you-use-rossum)
- [What is intelligent document processing?](https://www.g2.com/discussions/what-is-intelligent-document-processing)
- [How much does Rossum AI cost?](https://www.g2.com/discussions/how-much-does-rossum-ai-cost)
- [What does Rossum do?](https://www.g2.com/discussions/what-does-rossum-do)

### [LLM Whisperer](https://www.g2.com/products/llm-whisperer/reviews)

LLMWhisperer helps parse text from difficult documents like poor scans, PDFs, invoices, reports, and even handwriting. The output is layout-preserved, helping provide LLMs maximum context for QnAs, structured data extraction, and more. LLMWhisperer can deal with wide-ranging quality and formats of documents, preparing them for LLM consumption. Start with 100 pages per day for free. No credit card required. No strings attached. Key Features & Benefits - Layout-preserving output: Maintain the original layout of the document to ensure maximum context for LLMs. - Form element detection: Make data extraction from complex forms easy with checkbox and radio button identification. - Table border detection: Easily process dense tables and Excel spreadsheets with Table Border Detection that represents them with dashes in the output. - Extraction mode control: Ensure highly efficient, accurate, and cost-effective text extraction with different extraction modes: Native Text, Low Cost, High Quality, or Form. - Image pre-processing: Control API parameters like Median Filter or Gaussian Blur for high quality pre-processing. - API Integration: Seamlessly fit LLMWhisperer into your existing systems with Extraction, Status, Highlight, and Webhook Management RESTful APIs.

**Average Rating:** 4.5/5.0

**Total Reviews:** 81

#### How Do G2 Users Rate LLM Whisperer?

- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.8/10 (Category avg: 8.8/10)

#### Who Is the Company Behind LLM Whisperer?

- **Seller:** [Unstract](https://www.g2.com/sellers/unstract)
- **HQ Location:** Los Altos, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a0513229fa80bb05ece6ab5dfeb9e55a1f2a6f2daa80443ba7fc790221477db9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funstract&secure%5Burl_type%5D=linkedin_company_website)  
39 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Accounting
- **Company Size:** 74% Small, 22% Medium

#### What Do G2 Reviewers Say About LLM Whisperer?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **high accuracy** of LLM Whisperer, achieving nearly perfect results in PDF data extraction.
- Users appreciate the **reliable data extraction** capabilities of LLM Whisperer, enhancing productivity and accuracy in workflows.
- Users find LLM Whisperer incredibly **easy to use** , effortlessly handling data extraction with minimal requests.
- Users praise the **easy integrations** of LLM Whisperer, enhancing efficiency and ensuring smooth workflows with existing systems.
- Users value the **quick and accurate data capture** of LLM Whisperer, streamlining their document processing needs efficiently.

##### Cons

- Users report **OCR issues** with value selection and parsing errors, particularly for unlabeled email data in documents.
- Users find the **limited functionality** of LLM Whisperer restrictive, especially regarding page limits and extraction capabilities.
- Users note **missing features** like signature extraction and inconsistencies with language recognition causing occasional issues.
- Users find the **limited options** frustrating, especially regarding usage limits and lack of flexibility in selections.
- Users find the **poor UI design** challenging to navigate, affecting their initial coding experience with the product.

#### What Are Recent G2 Reviews of LLM Whisperer?

**["LLM Whisperer Simplifies PDF and Scan Ingestion"](https://www.g2.com/survey_responses/llm-whisperer-review-12214535)**

**Rating:** 5.0/5.0 stars

_— Baskar J._

[Read full review](https://www.g2.com/survey_responses/llm-whisperer-review-12214535)

**["Fast, Affordable, and Feature-Rich with Responsive Slack Support"](https://www.g2.com/survey_responses/llm-whisperer-review-13086268)**

**Rating:** 5.0/5.0 stars

_— John F._

[Read full review](https://www.g2.com/survey_responses/llm-whisperer-review-13086268)

### [CloudFiles](https://www.g2.com/products/cloudfiles-cloudfiles/reviews)

CloudFiles is an all-in-one document operations platform for Salesforce and HubSpot that helps organizations manage, generate, process, share, and automate documents directly from their CRM. Built for document-intensive business processes, CloudFiles combines document management, AI-powered document processing, document generation, secure sharing, external storage integrations, and workflow automation into a single platform. Organizations use CloudFiles to connect Salesforce and HubSpot with SharePoint, Google Drive, OneDrive, Dropbox, Amazon S3, and other enterprise storage platforms while maintaining structured document organization, centralized visibility, and secure access across teams. With CloudFiles, teams can: • Manage files and folders directly inside Salesforce and HubSpot • Automate document generation for agreements, proposals, onboarding forms, financial documents, and client communications • Extract and process data from documents using AI • Build secure datarooms and external document-sharing workflows • Automate document-heavy processes like client onboarding, loan processing, document verification, intake forms, and operational workflows • Configure CRM-native automations using flows, widgets, and custom actions CloudFiles helps organizations reduce manual work, centralize document operations, streamline document-heavy workflows, and improve productivity without leaving Salesforce or HubSpot. CloudFiles supports enterprise security and compliance requirements with SOC 2, HIPAA, GDPR, and ISO 27001 aligned practices. Data residency is supported across the US, EU, UK, and AU, while files remain securely stored within customers’ external storage platforms and are never used to train AI models. Trusted by teams across financial services, healthcare, insurance, legal, real estate, technology, and professional services, CloudFiles enables businesses to modernize document workflows with enterprise-grade security, flexible storage integrations, and AI-powered automation.

**Average Rating:** 4.5/5.0

**Total Reviews:** 226

#### How Do G2 Users Rate CloudFiles?

- **Ease of Admin:** 9.0/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind CloudFiles?

- **Seller:** [CloudFiles](https://www.g2.com/sellers/cloudfiles)
- **Year Founded:** 2021
- **HQ Location:** Fremont, US
- **Twitter:** @cloudfilesapp  
54 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8bfbbf3387292962463e8383f1d57c30f8d32d4d686bfc27da7274fd19fc0747&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudfilesapp%2F&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 43% Small, 29% Medium

#### What Do G2 Reviewers Say About CloudFiles?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of CloudFiles, highlighting its simple setup and seamless file sharing experience.
- Users value the **security of their files** with CloudFiles, trusting it for safe and compliant storage solutions.
- Users value the **efficient data storage** of CloudFiles, enjoying seamless access and smooth integration across multiple cloud services.
- Users appreciate the **easy access** to their files from anywhere with an internet connection, enhancing convenience and mobility.
- Users love the **easy setup** of CloudFiles, enabling quick and hassle-free initial configuration for effective file management.

##### Cons

- Users frequently experience **slow loading times** with CloudFiles, impacting their efficiency and workflow significantly.
- Users find the **training required** for CloudFiles challenging, especially for new members navigating its many features.
- Users feel that **limited customization** restricts their ability to organize files effectively for complex projects.
- Users experience **slow performance** with CloudFiles, encountering lag and delays during file management and processing.
- Users often experience **slow uploads** on CloudFiles, impacting their efficiency and overall experience with the service.

#### What Are Recent G2 Reviews of CloudFiles?

**["Reliable, Easy-to-Use File Sharing with Smooth Team Sync"](https://www.g2.com/survey_responses/cloudfiles-review-12878023)**

**Rating:** 4.5/5.0 stars

_— Sumisha J._

[Read full review](https://www.g2.com/survey_responses/cloudfiles-review-12878023)

**["Managing Educational Files and Cloud Documents Became More Organized and Structured"](https://www.g2.com/survey_responses/cloudfiles-review-12855565)**

**Rating:** 5.0/5.0 stars

_— Ishan S._

[Read full review](https://www.g2.com/survey_responses/cloudfiles-review-12855565)

#### What Are G2 Users Discussing About CloudFiles?

- [What is CloudFiles used for?](https://www.g2.com/discussions/what-is-cloudfiles-used-for)

### [DocuPipe](https://www.g2.com/products/docupipe/reviews)

DocuPipe is an AI document processing solution designed to help users efficiently extract and understand information from a wide variety of documents. This software employs advanced computer vision and large language model (LLM) orchestration to analyze documents even when they are long, vary in layout, and have complex tables or handwriting. DocuPipe lets your business easily define how you want to understand your specific document types. Automatically traige incoming documents and map them to right extracion, and get a reliable output every time - even if the document is long, scanned, or comes in at variable layout. Automate anything from invoice processing to patient intake checklist based on lab reports to utility bill understanding. A key feature of DocuPipe is its schema-first extraction capability. Users can just explain in plain English how they want a document to be understood, and the AI engine pores over thousands of documents to build a structure that makes sense given real life documents. This results in strongly typed and consistent outputs, ensuring that the extracted data is reliable and easily integrated with other systems. Unlike LLM-only solutions, DocuPipe is able to ground its predictions in physical text - yellow markering the evidence behind every number, date or conclusion it has drawn from a document. This lets you define review pipeliens for high-stakes processing, or when compliance requires a human in the loop. Focus valuable human attention on lower confidence fields, and unlock a 10x productivity growth for data entry operations. DocuPipe offers a numerous paths to integration. Send your data results to 5000+ destinations unlocked using no-code solutions such as Workato, Make, and n8n. Define workflows with a graphical interface, and hook up complex pipeliens using its extensively documented API.

**Average Rating:** 4.9/5.0

**Total Reviews:** 58

#### How Do G2 Users Rate DocuPipe?

- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.5/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.1/10 (Category avg: 8.8/10)

#### Who Is the Company Behind DocuPipe?

- **Seller:** [DocuPipe](https://www.g2.com/sellers/docupipe)
- **Company Website:** www.docupanda.io
- **Year Founded:** 2023
- **HQ Location:** New York City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cf92a91d0cfbad5b1eb9bc2ca6c9fb3eda4123e1284efbf0db99f5aeb14a0ab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdocupanda%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting, Information Technology and Services
- **Company Size:** 51% Small, 25% Medium

#### What Do G2 Reviewers Say About DocuPipe?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of DocuPipe, facilitating quick data transcription without the need for design changes.
- Users commend the **accuracy of DocuPipe's transcription** , especially for converting handwritten forms into structured data reliably.
- Users rave about DocuPipe's **outstanding customer support** , providing quick, effective assistance whenever needed.
- Users commend DocuPipe for its **accurate data extraction** from various forms, enhancing efficiency and reliability in processing.
- Users find DocuPipe's **initial setup easy** , simplifying integration and enhancing overall user experience and efficiency.

##### Cons

- Users note that the **poor interface design** of DocuPipe can hinder clarity and efficiency during document processing.
- Users suggest that the **poor UI design** of DocuPipe hampers clarity and could benefit from improvements.
- Users find DocuPipe to be **expensive** , especially with complex pricing and additional costs for schema errors.
- Users feel that the **user interface needs improvement** , causing confusion in navigation despite recent enhancements.
- Users face a **difficult learning curve** with DocuPipe, requiring time and credits to navigate effectively.

#### What Are Recent G2 Reviews of DocuPipe?

**["Powerful AI Extraction with an Easy-to-Edit Schema and Responsive Support"](https://www.g2.com/survey_responses/docupipe-review-13048236)**

**Rating:** 5.0/5.0 stars

_— Verified User in Oil & Energy_

[Read full review](https://www.g2.com/survey_responses/docupipe-review-13048236)

**["Straightforward API Integration and Flexible Schema-Based Document Workflows"](https://www.g2.com/survey_responses/docupipe-review-13087649)**

**Rating:** 4.5/5.0 stars

_— Rio E._

[Read full review](https://www.g2.com/survey_responses/docupipe-review-13087649)

### [Affinda](https://www.g2.com/products/affinda/reviews)

Affinda is an AI platform for document processing. It learns to process any document type in minutes, helping any organization quickly unlock cost savings and boost productivity by shifting teams away from manual data entry and toward more meaningful work. Our AI agents extract any data from any document with 99%+ accuracy, instantly learning from every interaction so you can achieve smarter automation without lengthy training cycles. More advanced than machine-learning IDP: Traditional ML approaches typically require lengthy training periods and ongoing maintenance. Affinda's architecture enables instant learning on new document types and schema changes, minimizing maintenance requirements and accelerating implementation. More complete than LLMs alone: Standard LLM implementations for document processing face limitations due to static prompt dependencies. Affinda addresses these challenges through a decade of development, resulting in an end-to-end platform that enhances LLM capabilities. Achieve 99%+ accuracy: Our model memory approach and technical architecture enable consistent high accuracy in data extraction. This level of accuracy supports straight-through processing capabilities, reducing the need for manual verification and allowing organizations to optimize resource allocation. Some of Affinda’s key features include: Splitting – automatically separates multi-page files into individual documents, streamlining batch processing and ensuring accurate document handling Classification – identifies and categorizes documents by type automatically, optimizing workflow routing and processing paths Cleanse and transform data – structures and standardizes extracted data to match your requirements, ensuring compatibility with downstream systems Apply business logic – implement custom validation rules using natural language instructions, allowing business users to define and maintain processing logic without coding Machine Validation – validates extracted data against your master data sources, enabling automatic matching and verification with existing systems of record Try Affinda for yourself with our 14-day free trial.

**Average Rating:** 4.9/5.0

**Total Reviews:** 26

#### How Do G2 Users Rate Affinda?

- **Ease of Admin:** 9.9/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.9/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Affinda?

- **Seller:** [Affinda](https://www.g2.com/sellers/affinda)
- **Year Founded:** 2012
- **HQ Location:** Melbourne, 3000
- **Twitter:** @affinda\_ai  
20 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd9869d47fc16b97b0117d0a82af38ec43de49e381ae001e0b220336d7830a85&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faffinda%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 46% Small

#### What Do G2 Reviewers Say About Affinda?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Affinda for its **high accuracy** in extracting complex data, significantly enhancing workflow efficiency.
- Users commend the **exceptional customer support** from Affinda, highlighting their expertise and helpful guidance during implementation.
- Users appreciate the **ease of use** of Affinda, finding the setup and interface intuitive and user-friendly.
- Users highlight the **easy implementation** of Affinda, appreciating the knowledgeable support that ensures a smooth transition.
- Users commend Affinda for its **effective automation** , significantly improving efficiency and accuracy in document processing.

##### Cons

- Users experience **integration issues** with Affinda, requiring significant development time for specific applications.
- Users find the **difficult implementation** of Affinda requires significant development time for successful integration.
- Users face **documentation issues** that hinder integration with specific applications, affecting usability and implementation.
- Users note that the **OCR issues** from the older product have improved significantly, boosting overall accuracy.
- Users find the **poor documentation** makes it difficult to integrate Affinda with specific applications as needed.

#### What Are Recent G2 Reviews of Affinda?

**["Out of the Box OCR - Seamlessly integrated into our business"](https://www.g2.com/survey_responses/affinda-review-11629652)**

**Rating:** 5.0/5.0 stars

_— Max C._

[Read full review](https://www.g2.com/survey_responses/affinda-review-11629652)

**["If you need AI powered success purchase Affinda"](https://www.g2.com/survey_responses/affinda-review-11629969)**

**Rating:** 5.0/5.0 stars

_— Sophia E._

[Read full review](https://www.g2.com/survey_responses/affinda-review-11629969)

### [Graip.AI](https://www.g2.com/products/graip-ai/reviews)

Graip.AI is a new-generation Intelligent Document Processing (IDP) platform designed to help organizations turn unstructured documents into reliable, actionable data without relying on templates or manual effort. It extracts, validates, enriches, and classifies information across 140 languages with up to a 100% recognition rate. These capabilities help teams reduce manual workload in finance, logistics, procurement, operations, and compliance. Graip.AI Agents Lab extends the platform with a library of 50+ specialized AI agents that automate end-to-end document workflows. Each agent can extract and verify key fields, enrich data with external sources, and route results into business systems. Agents can work independently or be combined to support multi-step processes. The platform is powered by a mix of LLMs, public ML models, NER components, and proprietary machine learning engines. Together, they provide high-accuracy, template-free data extraction and allow users to customize behavior through natural language prompts. Graip.AI is suitable for organizations of any size and carries ISO 27001, ISO 27701, ISO 9001, and ISO 22301 certifications, demonstrating strong standards for information security, data privacy, quality management, and business continuity.

**Average Rating:** 4.8/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate Graip.AI?

- **Ease of Admin:** 9.6/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.4/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.4/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Graip.AI?

- **Seller:** [graip.ai](https://www.g2.com/sellers/graip-ai)
- **Company Website:** www.graip.ai
- **Year Founded:** 2020
- **HQ Location:** Washington, D.C., US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4bfc9f2aa9b35492fdc17f4d78d2483ef228f024bd45c353139caa07ac0b031d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F65712968&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Accountant
- **Top Industries:** Accounting, Information Technology and Services
- **Company Size:** 54% Small, 46% Medium

#### What Do G2 Reviewers Say About Graip.AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise Graip.AI for its **exceptional accuracy** , consistently delivering precise data extraction and classification across various documents.
- Users find Graip.AI to enhance **efficiency** in processes like loan applications and finance workflows effortlessly.
- Users commend the **document automation capabilities** of Graip.AI, enhancing efficiency and accuracy across various document types.
- Users find Graip.AI to be **easy to use** , simplifying the loan application process and enhancing efficiency.
- Users commend Graip.AI for its **automatic data classification and extraction** , enhancing workflow efficiency with minimal manual input.

##### Cons

- Users notice that **slow performance** occurs when uploading larger files, although it rarely affects the overall experience.
- Users find **documentation issues** can complicate debugging, leading to a frustrating experience at times.
- Users find the **insufficient training** on advanced features challenging initially, impacting their overall experience with Graip.AI.
- Users find the **learning curve challenging** , as advanced features require additional training to utilize effectively.
- Users experience **misidentification of punctuation** in Graip.AI, altering the meaning of their equations and calculations.

#### What Are Recent G2 Reviews of Graip.AI?

**["Excellent Data Extraction for Invoices, Contracts, and Forms"](https://www.g2.com/survey_responses/graip-ai-review-12738556)**

**Rating:** 5.0/5.0 stars

_— Javier C._

[Read full review](https://www.g2.com/survey_responses/graip-ai-review-12738556)

**["Easy and fast customer onboarding"](https://www.g2.com/survey_responses/graip-ai-review-11400614)**

**Rating:** 5.0/5.0 stars

_— Ashley R._

[Read full review](https://www.g2.com/survey_responses/graip-ai-review-11400614)

### [PIX RPA](https://www.g2.com/products/pix-rpa/reviews)

PIX RPA is an intelligent automation platform that combines RPA, AI, and BPM to help businesses automate processes, improve efficiency, and scale operations. Advantages of PIX RPA Platform: - Built-in IDP for intelligent document automation; - Enterprise-ready platform with robust scalability; - PROM Framework for flexible process modeling; - Integrated AI support for smarter decision-making; - Centralized orchestration with BPM tools; - Multi-platform compatibility for diverse systems. PIX Platform Components: - PIX Studio: Tool for creating and designing software robots; - PIX Robot: Execution module that runs automated algorithms; - PIX Master (On-premise & Cloud): Administration console to manage multiple robots and processes; - PIX Runner: Application for running and operating robots on a user’s device; - PIX Converter: Tool for automated migration of UiPath projects to PIX RPA; - PIX Analytics Module: A new component that enables real-time monitoring of automation results and evaluation of PIX RPA implementation impact through advanced data visualizations and performance insights; - PIX Smart Module: Intelligent add-on that enhances automation capabilities through AI-driven decision-making, adaptive process optimization, and predictive analytics. Key Benefits: - Faster automation speed than traditional methods; - Accelerated process execution with improved quality; - Enhanced compliance and reduced operational risks; - Higher employee satisfaction through task automation; - Quick ROI with scalable and intelligent automation.

**Average Rating:** 4.8/5.0

**Total Reviews:** 233

#### How Do G2 Users Rate PIX RPA?

- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.1/10 (Category avg: 8.8/10)

#### Who Is the Company Behind PIX RPA?

- **Seller:** [PIX Robotics](https://www.g2.com/sellers/pix-robotics)
- **Year Founded:** 2018
- **HQ Location:** Dubai, AE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=918d755727751bea8895ec988d82c47819d7f3a5b29dd801539e6b208a92d3e4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpix-rpa-platform%2F&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Desarrollador, Estudiante
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 68% Small, 19% Medium

#### What Do G2 Reviewers Say About PIX RPA?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of PIX RPA, finding its intuitive interface and setup process highly approachable.
- Users value the **effortless automation** of PIX RPA, enhancing efficiency in daily tasks with intuitive guidance and setup.
- Users praise the **intuitive design** of PIX RPA, highlighting its ease of use and quick bot creation capabilities.
- Users appreciate the **user-friendly interface** of PIX RPA, finding it visually appealing and easy to navigate and install.
- Users appreciate the **intuitive visual editor and AI capabilities** of PIX RPA, facilitating quick and versatile bot creation.

##### Cons

- Users note **missing features** , particularly in advanced AI functionalities and customization options for complex robotics.
- Users experience **integration issues** with PIX RPA, noting limited support for various AI models and functionalities.
- Users note the **limited features** of PIX RPA, particularly in AI integration and lack of advanced functionality.
- Users note the **limited features** of PIX RPA, particularly in advanced AI capabilities and model integrations.
- Users find the **difficult learning curve** of PIX RPA challenging, especially coming from a different programming background.

#### What Are Recent G2 Reviews of PIX RPA?

**["Friendly and Effective Interface to Automate Complex Processes"](https://www.g2.com/survey_responses/pix-rpa-review-12553796)**

**Rating:** 5.0/5.0 stars

_— David A._

[Read full review](https://www.g2.com/survey_responses/pix-rpa-review-12553796)

**["Intuitive, but with room for improvement in power and accessibility"](https://www.g2.com/survey_responses/pix-rpa-review-12387264)**

**Rating:** 4.5/5.0 stars

_— yulie g._

[Read full review](https://www.g2.com/survey_responses/pix-rpa-review-12387264)

### [Star Software](https://www.g2.com/products/star-software/reviews)

Star Software offers comprehensive, end-to-end automated workflows for Finance operations, including Procure-to-Pay and Order-to-Cash processes, as well as the management of complex documents like Certificates of Analysis (COAs) and Material Test Certificates. Powered by advanced technologies such as Intelligent Document Processing (IDP), Artificial Intelligence (AI), Optical Character Recognition (OCR), and Robotic Process Automation (RPA), our solutions deliver exceptional accuracy, efficiency, and seamless integration with existing systems. We are dedicated to continuous improvement and user-centric innovation, streamlining critical processes to enable organizations to focus on their strategic objectives and drive business success. Join the Constellation of Automation - Get Started with Star!

**Average Rating:** 5.0/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate Star Software?

- **Ease of Admin:** 10.0/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.9/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Star Software?

- **Seller:** [Star Software](https://www.g2.com/sellers/star-software-309f3db6-871f-41a9-bc49-6796cd851ef9)
- **Year Founded:** 2016
- **HQ Location:** Bhopal, Madhya Pradesh
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4c025953494ccb3ff6f17d171cba4ddf39c375ec6dd9b964be8aeb99ccc6eb67&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstarsoftware-official&secure%5Burl_type%5D=linkedin_company_website)  
67 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Food & Beverages
- **Company Size:** 83% Medium, 57% Small

#### What Do G2 Reviewers Say About Star Software?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Star Software, enabling efficient completion of tasks in less time.
- Users appreciate the **simplicity and effectiveness** of Star Software's automation for streamlining daily business tasks.
- Users appreciate the **excellent customer support** from Star Software, enhancing their experience and satisfaction.
- Users value the **complete configurations** in Star Software's Document Automation, simplifying complex document requirements efficiently.
- Users appreciate the **versatile data extraction capabilities** of Star Software, simplifying their workflow from various documents.

##### Cons

- Users report **slow performance** with Star Software, particularly on less powerful computers, affecting efficiency and usability.
- Users face **access issues** with Star Software, struggling with permissions and the lack of a desktop application.
- Users find the **licensing fees too expensive** for small businesses, impacting affordability and accessibility.
- Users find the **learning curve challenging** , especially for small businesses trying to master advanced capabilities.
- Users find the **limited functionality** of Star Software restricts their ability to perform more complex tasks without coding skills.

#### What Are Recent G2 Reviews of Star Software?

**["All-in-One AP/AR, Time & Expense Package That Meets Our Needs"](https://www.g2.com/survey_responses/star-software-review-12614698)**

**Rating:** 4.5/5.0 stars

_— Karuneshree T._

[Read full review](https://www.g2.com/survey_responses/star-software-review-12614698)

**["Automated email sorting and related procedures"](https://www.g2.com/survey_responses/star-software-review-11519593)**

**Rating:** 5.0/5.0 stars

_— Muneer A._

[Read full review](https://www.g2.com/survey_responses/star-software-review-11519593)

### [Unstract](https://www.g2.com/products/unstract/reviews)

Unstract is an Agentic Document Intelligence platform that helps automate complex workflows which currently requires humans to process. Unstract consistently and accurately maps complex documents (with unlimited variants) into a single JSON schema - helping supercharge downstream workflows and agentic automations. Unstract features a purpose-built environment, Prompt Studio, for JSON schema mapping. The platform also supports various connectors to systems like n8n or MCP servers to enable real-world agentic workflows. Mapping and structuring can also be done through API calls or ETL pipelines, enabling wide-ranging and easy integration. Key Features & Benefits - Prompt Studio: Purpose-built, no-code environment to map unlimited variants to a single JSON schema through prompt engineering. - LLMChallenge: A powerful LLM-as-a-judge implementation that avoids hallucinations and increases accuracy for high-impact agents. It employs two LLMs that need to arrive at a consensus for any mapping value to be accepted. - SinglePass and Summarized Extraction: Cost optimization technologies built to reduce token usage by 5-10x. - Human-in-the-Loop: Designate and loop in reviewers and approvers into the feedback cycle to minimize errors and reduce operational oversight. - API Hub: Plug-and-play, prebuilt APIs for instant document data extraction - without the lengthy development cycles. - Source Document Highlighting: Technology using which the system scrolls to the right location of the source documents and highlights the portions from where the LLM has extracted the data. With Unstract, companies have realized: -\> 99.9% accurate document extraction -\> 80% Lesser Human Touchpoints -\> 90%+ Straight-Through Processing -\> 20x Boost in Operational Efficiency -\> 100% Document Context Maintained -\> 90% Reduction in Prompt Maintenance All with a platform Enterprise-Grade, out-of-the-box: with SOC 2 Type II, ISO 27001, GDPR and HIPAA compliances.

**Average Rating:** 4.4/5.0

**Total Reviews:** 32

#### How Do G2 Users Rate Unstract?

- **Ease of Admin:** 8.6/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Ease of Use:** 8.7/10 (Category avg: 9.0/10)
- **Ease of Setup:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Unstract?

- **Seller:** [Unstract](https://www.g2.com/sellers/unstract)
- **HQ Location:** Los Altos, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a0513229fa80bb05ece6ab5dfeb9e55a1f2a6f2daa80443ba7fc790221477db9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funstract&secure%5Burl_type%5D=linkedin_company_website)  
39 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 63% Small, 34% Medium

#### What Do G2 Reviewers Say About Unstract?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Unstract, citing its simple integration and straightforward interface for efficiency.
- Users value the **effortless document automation** of Unstract, significantly reducing processing time with minimal intervention.
- Users praise Unstract for its **accurate data extraction** , simplifying processes and enhancing efficiency in document handling.
- Users commend Unstract for its **exceptional accuracy** , simplifying data extraction from complex documents and enhancing workflow efficiency.
- Users value the **responsive customer support** of Unstract, appreciating fast implementation and open communication from the team.

##### Cons

- Users note the **missing features** in Unstract, such as advanced error notifications and version control, affecting usability.
- Users report **slow performance** during bulk extractions, especially with very large files, affecting processing speed.
- Users note **documentation issues** with Unstract, suggesting improvements for better user guidance and enhanced functionality.
- Users find the **UI design outdated** , making the initial experience confusing and challenging to navigate effectively.
- Users experience significant **technical issues** with Unstract, including poor version control and inaccurate text extraction.

#### What Are Recent G2 Reviews of Unstract?

**["Effortless Structured Data Extraction from Complex Documents"](https://www.g2.com/survey_responses/unstract-review-12193208)**

**Rating:** 4.5/5.0 stars

_— Somya M._

[Read full review](https://www.g2.com/survey_responses/unstract-review-12193208)

**["Flexible AI-Powered Platform for Intelligent Document Processing"](https://www.g2.com/survey_responses/unstract-review-12784291)**

**Rating:** 4.5/5.0 stars

_— Niranjana D._

[Read full review](https://www.g2.com/survey_responses/unstract-review-12784291)

### [Laiye AI Agent Platform](https://www.g2.com/products/laiye-ai-agent-platform/reviews)

Developed by Laiye, a leading RPA+AI firm, Laiye RPA is one of the few RPA solutions with advanced AI capabilities. Laiye RPA can automate manual and repetitive tasks, freeing the staff to apply their skillset and expertise on high-value and cognitively stimulating tasks. Laiye RPA is easy to grasp and can be learnt within a few hours. It comes with over 400 pre-set commands which can be used for all types of projects, including those with a series of complex processes. Equipped with AI capabilities and OCR functionality, Laiye RPA is applicable in a wide variety of areas ranging from data entry to invoice processing. Many organisations have already adopted Laiye RPA to automate tasks in a range of sectors including Finance, Logistics, Telecommunications, Healthcare, and more.

**Average Rating:** 4.8/5.0

**Total Reviews:** 91

#### How Do G2 Users Rate Laiye AI Agent Platform?

- **Ease of Admin:** 8.4/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.4/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Laiye AI Agent Platform?

- **Seller:** [laiye](https://www.g2.com/sellers/laiye)
- **Year Founded:** 2015
- **HQ Location:** Beijing, Beijing
- **Twitter:** @laiye  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d8cb8118141baf0680b9a38505e4a41f3d45c9ac98ad82567ed9dcc671430ef0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flaiye%2F&secure%5Burl_type%5D=linkedin_company_website)  
460 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 33% Small, 32% Large

#### What Are Recent G2 Reviews of Laiye AI Agent Platform?

**["Useful tools to reduce my overtime"](https://www.g2.com/survey_responses/laiye-ai-agent-platform-review-4927907)**

**Rating:** 4.5/5.0 stars

_— Anran Z._

[Read full review](https://www.g2.com/survey_responses/laiye-ai-agent-platform-review-4927907)

**["Laiye is a trustable RPA provider"](https://www.g2.com/survey_responses/laiye-ai-agent-platform-review-4954677)**

**Rating:** 4.0/5.0 stars

_— Vivi L._

[Read full review](https://www.g2.com/survey_responses/laiye-ai-agent-platform-review-4954677)

#### What Are G2 Users Discussing About Laiye AI Agent Platform?

- [What do you like most about Laiye RPA for robotic process automation, and what improvements could be made?](https://www.g2.com/discussions/what-do-you-like-most-about-laiye-rpa-for-robotic-process-automation-and-what-improvements-could-be-made)
- [What is Laiye RPA used for?](https://www.g2.com/discussions/what-is-laiye-rpa-used-for)

### [Algodocs](https://www.g2.com/products/algodocs/reviews)

Algodocs frees you from annoying and error-prone manual data entry by offering fast, secure and accurate document data extraction. Algodocs lets you extract important data from your documents such as PDF, WORD or images with no coding at all. With Algodocs you can extract specific fields (e.g. Account Number, Purchase Order, Statement Date, Ship To, etc.) or tables of any complexity that even span over multiple pages.

**Average Rating:** 4.6/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate Algodocs?

- **Ease of Admin:** 8.7/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Algodocs?

- **Seller:** [Algosoft](https://www.g2.com/sellers/algosoft)
- **Year Founded:** 2014
- **HQ Location:** Turkey, TR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=097608f387a19e713105783a8e12ffa5dffbf319c626476ccc21da40cd827fe0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falgosofttr&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting
- **Company Size:** 52% Small, 24% Large

#### What Do G2 Reviewers Say About Algodocs?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of AlgoDocs, significantly streamlining data extraction and saving time.
- Users praise the **fast and efficient data extraction** capabilities of Algodocs, simplifying document processing significantly.
- Users find it impressive how AlgoDocs provides **time-saving extraction** of data, streamlining workflows and minimizing manual input.
- Users commend Algodocs for its **efficient data management** , significantly reducing manual processing and errors in workflows.
- Users commend the **efficiency** of AlgoDocs in automating data extraction, significantly reducing errors and saving time.

##### Cons

- Users find **advanced customization options limited** in AlgoDocs, especially for complex documentation needs and unique layouts.
- Users find a **learning difficulty** with Algodocs, noting its complexity and lack of intuitive features for beginners.
- Users find Algodocs to have **limited customization** , restricting their ability to tailor the software to specific needs.
- Users find the **UI design outdated** and suggest improvements for a better overall user experience.
- Users find that Algodocs has **complex workflows** which may require manual adjustments for advanced documentation needs.

#### What Are Recent G2 Reviews of Algodocs?

**["Best Data extraction Tool"](https://www.g2.com/survey_responses/algodocs-review-10892112)**

**Rating:** 4.0/5.0 stars

_— Aashay M._

[Read full review](https://www.g2.com/survey_responses/algodocs-review-10892112)

**["Time saver with outstanding customisation"](https://www.g2.com/survey_responses/algodocs-review-11889597)**

**Rating:** 5.0/5.0 stars

_— S I._

[Read full review](https://www.g2.com/survey_responses/algodocs-review-11889597)

### [Nanonets](https://www.g2.com/products/nanonets/reviews)

AI agents break where it matters most: when the details are buried in an invoice, a BoL, or a clinical document. Most agents guess. They hallucinate field values, apply rules inconsistently, and when something goes wrong, you can’t tell why or fix it without redoing the work yourself. Nanonets is built differently. Every extraction is traceable. You can see exactly what the agent read, what rule it applied, and why it made the call it did. When it’s uncertain, it flags the right thing for human review instead of silently getting it wrong. When you correct it, it learns. When you add business rules, it tracks which rule drove which decision. That’s why Nanonets ranks #1 for accuracy on complex documents, and why global enterprises use it to cut processing time by 95% and push trusted data into SAP, SFDC, and beyond. It’s not just an agent. It’s the only automation layer you can actually audit, control, and trust when accuracy is non-negotiable.

**Average Rating:** 4.7/5.0

**Total Reviews:** 94

#### How Do G2 Users Rate Nanonets?

- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.4/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Nanonets?

- **Seller:** [Nanonets](https://www.g2.com/sellers/nanonets)
- **Year Founded:** 2017
- **HQ Location:** San Francisco, CA
- **Twitter:** @nanonets  
1,531 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ca916b82621cc481cd6150a87ab32a5d52a47c262176d72b41a181ca5b5441d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13236595%2F&secure%5Burl_type%5D=linkedin_company_website)  
320 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting, Information Technology and Services
- **Company Size:** 41% Medium, 40% Small

#### What Do G2 Reviewers Say About Nanonets?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **swift and responsive customer support** from Nanonets, ensuring quick resolutions and assistance.
- Users value the **user-friendly interface** of Nanonets, appreciating its seamless integration and excellent support.
- Users praise the **advanced OCR features** of Nanonets, simplifying document processing and improving data extraction accuracy.
- Users value the **highly customizable workflows** of Nanonets, enhancing efficiency and adaptability to unique business needs.
- Users value the **flexibility** of Nanonets, enabling easy customization to meet diverse business needs efficiently.

##### Cons

- Users experience **data management issues** with Nanonets, facing time-consuming payment management and unpredictable model behavior.
- Users find Nanonets' pricing to be **expensive** , creating concerns for small to medium-sized businesses managing costs.
- Users find a **steep learning curve** when setting up advanced workflows and configurations on Nanonets.
- Users find that **learning difficulty** with Nanonets can hinder effective use of its features, especially for complex tasks.
- Users find the **limited customization options** restrictive, hindering tailored access and testing of Nanonets effectively.

#### What Are Recent G2 Reviews of Nanonets?

**["Building efficiencies (both time and costs) with Nanonets"](https://www.g2.com/survey_responses/nanonets-review-10654659)**

**Rating:** 4.5/5.0 stars

_— Jyoti F._

[Read full review](https://www.g2.com/survey_responses/nanonets-review-10654659)

**["Easy to use platform with good results and great support"](https://www.g2.com/survey_responses/nanonets-review-10593961)**

**Rating:** 5.0/5.0 stars

_— S n._

[Read full review](https://www.g2.com/survey_responses/nanonets-review-10593961)

#### What Are G2 Users Discussing About Nanonets?

- [What is Nanonets used for?](https://www.g2.com/discussions/what-is-nanonets-used-for)
- [What is the best OCR software?](https://www.g2.com/discussions/nanonets-what-is-the-best-ocr-software)
- [Is Nanonets OCR free?](https://www.g2.com/discussions/is-nanonets-ocr-free)
- [What is OCR invoice?](https://www.g2.com/discussions/what-is-ocr-invoice) - 2 comments
- [How does OCR work for invoices?](https://www.g2.com/discussions/how-does-ocr-work-for-invoices)

### [Lido](https://www.g2.com/products/lido-lido/reviews)

Lido.app is an AI powered document processing platform that automates data extraction, transformation, validation, and delivery from any type of document into spreadsheets and external systems. Enterprises use Lido to eliminate manual data entry, reduce errors, and accelerate the flow of operational data across logistics, finance, manufacturing, legal, healthcare, insurance, and other document heavy environments. Lido ingests PDFs, images, scanned documents, emails, forms, and multi page packets. The platform uses a trained AI extraction engine combined with programmatic validation logic to capture structured data with high accuracy and reliability. Users can configure extraction templates in minutes, create business rules without code, and push the resulting data directly into ERP, TMS, EDI, accounting, or workflow systems.

**Average Rating:** 4.8/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Lido?

- **Ease of Admin:** 9.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Ease of Use:** 9.4/10 (Category avg: 9.0/10)
- **Ease of Setup:** 9.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Lido?

- **Seller:** [Lido](https://www.g2.com/sellers/lido-291f8143-875c-408d-bac5-a66c725b9c0c)
- **Company Website:** www.lido.app
- **Year Founded:** 2019
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ffb1f6734b5002a3ad53ae78eb715f58544ea496f8f9aca6c54de4938c8e00c5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flidoapp%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 59% Small, 41% Medium

#### What Do G2 Reviewers Say About Lido?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Lido's **ease of use** , facilitating quick workflows and customization for efficient document management.
- Users praise Lido for its **outstanding customer support** , which significantly enhances their experience and productivity.
- Users highlight how Lido's **time-saving capabilities** significantly enhance productivity and streamline workflow efficiency.
- Users appreciate the **accuracy of data extraction** with Lido, enabling seamless workflows and saving significant time.
- Users commend Lido for its **intuitive design** , allowing easy use and efficient workflows across teams.

##### Cons

- Users experience **Excel-related challenges** with Lido, particularly in navigating different menus and manipulating files.
- Users experience **Excel compatibility issues** with Lido, making data manipulation more challenging and less efficient.
- Users face **formatting issues** with Lido, especially regarding PDFs and Excel file handling, affecting usability.
- Users experience a **learning curve** with Lido due to differing menus compared to familiar tools like Excel.
- Users face **technical issues** with Lido, particularly regarding inconsistent PDF formatting and difficulties in Excel manipulation.

#### What Are Recent G2 Reviews of Lido?

**["Lido Makes Scanning and Reformatting Documents Effortless"](https://www.g2.com/survey_responses/lido-review-12635107)**

**Rating:** 5.0/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/lido-review-12635107)

**["Intuitive AI Data Parsing That Saves Us Hours"](https://www.g2.com/survey_responses/lido-review-12578767)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/lido-review-12578767)

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