• HOME
  • CATEGORIES

    • CATEGORIES

    • Browse All Categories
  • FOR VENDORS

    • FOR VENDORS

    • Log In to Vendor Portal
    • Get Started
  • REVIEWS

    • REVIEWS

    • Write a Review
    • Product Reviews
    • Vendor Directory
    • Product Comparisons
  • GARTNER PEER COMMUNITY™
  • GARTNER.COM
  • Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQPrivacyTerms of Service
    ©2026 Gartner, Inc. and/or its affiliates.
    All rights reserved.
  • Categories

    • No categories available

      Browse All Categories

      Select a category to view markets

  • For Vendors

    • Log In to Vendor Portal 

    • Get Started 

  • Write a Review

Join / Sign In
  1. Home
  2. /
  3. Document AI
Logo of Document AI

Document AI

byGoogle
in Intelligent Document Processing Solutions (Transitioning to Intelligent Document Processing)
4.5

Overview

Product Information on Document AI

Updated 13th October 2025

What is Document AI?

Document AI is a software developed by Google that uses artificial intelligence to extract, analyze, and understand data from structured and unstructured documents. The software automates the process of identifying key information within documents such as invoices, contracts, forms, and receipts, converting text and images into actionable data. Document AI integrates with existing workflows, providing tools for data validation, document classification, and optical character recognition. The software addresses business challenges related to manual data entry, enabling organizations to streamline document processing, reduce errors, and improve operational efficiency by leveraging machine learning models for document analysis.

Document AI Pricing

Document AI software uses a usage-based pricing model, where costs are determined by the number of units processed, such as pages or document types. The software is available through a cloud service and offers tiered pricing with options for different volumes and features, allowing users to select the plan that aligns with specific processing requirements.

Overall experience with Document AI

Manufacturing Operations Manager
250M - 500M USD, Manufacturing
FAVORABLE

“Intelligent document processing and automation that elevate your operational efficiency ”

4.0
Mar 8, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.
Architect
<50M USD, Construction
CRITICAL

“Document AI Shows Interface Strengths But Faces Errors With Complex or Large Files”

2.0
Apr 20, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.

About Company

Company Description

Updated 25th July 2024

Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

Company Details

Updated 11th November 2024
Company type
Public
Year Founded
1998
Head office location
Mountain View, CA, United States
Annual Revenue
30B+ USD
Website
www.google.com

Do You Manage Peer Insights at Google?

Access Vendor Portal to update and manage your profile.

Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Top Document AI Alternatives

Logo of Tungsten TotalAgility
1. Tungsten TotalAgility
4.2
(62 Ratings)
Logo of UiPath Platform
2. UiPath Platform
4.5
(59 Ratings)
Logo of CMR+
3. CMR+
4.4
(53 Ratings)
View All Alternatives

Peer Discussions

Document AI Reviews and Ratings

4.5

(82 Ratings)

Rating Distribution

5 Star
55%
4 Star
38%
3 Star
5%
2 Star
2%
1 Star
0%
Why ratings and reviews count differ?
  • Manufacturing Operations Manager
    50M-1B USD
    Manufacturing
    Review Source

    Intelligent document processing and automation that elevate your operational efficiency

    4.0
    Mar 8, 2026
    As our business is rapidly moving toward a fully digital workplace finding the right tools to manage and process our large volumes of operational documents has become essential. Incorporating Document AI into our operations had been a major step forward. The platform has helped bring order to complex document workflows by automatically identifying, labeling and organizing files while extracting key information for faster access. With its AI powered document understanding, we are able to quickly capture important data from invoices, supplier documents and operational records without manual reviews. This automation has reduced repetitive administrative work such as document sorting, invoice processing and form handling allowing us to focus on production planning and operational improvements. Another major benefit is its ability to transform unstructured information into structure data that we use for reporting and decision making. By extracting key details in just seconds, Document AI reduces human errors while accelerating document processing. Overall, it has streamlined documents management, improved accuracy and has made critical information more accessible across our manufacturing workflows.
  • Manufacturing Operations Manager
    50M-1B USD
    Manufacturing
    Review Source

    Intelligent document processing and automation that elevate your operational efficiency

    4.0
    Mar 8, 2026
    As our business is rapidly moving toward a fully digital workplace finding the right tools to manage and process our large volumes of operational documents has become essential. Incorporating Document AI into our operations had been a major step forward. The platform has helped bring order to complex document workflows by automatically identifying, labeling and organizing files while extracting key information for faster access. With its AI powered document understanding, we are able to quickly capture important data from invoices, supplier documents and operational records without manual reviews. This automation has reduced repetitive administrative work such as document sorting, invoice processing and form handling allowing us to focus on production planning and operational improvements. Another major benefit is its ability to transform unstructured information into structure data that we use for reporting and decision making. By extracting key details in just seconds, Document AI reduces human errors while accelerating document processing. Overall, it has streamlined documents management, improved accuracy and has made critical information more accessible across our manufacturing workflows.
  • Read All 87 Reviews

    Get unlimited access to verified peer reviews and insights

    Read unlimited Gartner-vetted product reviews
    View and share valuable product insights
    Download full product profiles
    Review products you use today

Recommended Gartner Insights

  • Critical Capabilities for Intelligent Document Processing Solutions (Transitioning to Intelligent Document Processing)
  • Magic Quadrant for Intelligent Document Processing Solutions (Transitioning to Intelligent Document Processing)
Powered by Google TranslateThis service may contain translations provided by Google. Google disclaims all warranties related to the translations, express or implied, including any warranties of accuracy, reliability, and any implied warranties of merchantability, fitness for a particular purpose and noninfringement. Gartner's use of this provider is for operational purposes and does not constitute an endorsement of its products or services.

Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

This site is protected by hCaptcha and its Privacy Policy and Terms of Use apply.


Software reviews and ratings for EMMS, BI, CRM, MDM, analytics, security and other platforms - Peer Insights by Gartner
Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQsPrivacyTerms of Use

©2026 Gartner, Inc. and/or its affiliates.

All rights reserved.

User Sentiment About Document AI
Reviewer Insights for: Document AI
Deciding Factors: Document AI Vs. Market Average
Performance of Document AI Across Market Features

Document AI Likes & Dislikes

Like

One of the most impressive aspects of Document AI is its powerful AI driven ability to process and understand complex documents. The generative AI capabilities help us extract critical infirmation from unstructured documents such as supplier aggrement, compliance records and operational reports using simple prompts while.the summarazation feature quickly produces concise summary from long documents. This saves us review time and enables our teams to capture key information needed for operational abd regulatory decisions. The platform automated data extraction from common manufacturing documents e.g purchase orders, invoices, bills of lading, vendor forms and receipts , reducing manual data entry and improving processing speed and accuracy. Features such as custom classifier and custom splitter automatically categorize documents and separate multiple files within a single submission, which is especially useful when we are handling large batches of supplier documents. In addition, It supports complex document formats including handwritten texts, low quality scans and multi-page files. Since Document AI is built on Google cloud it offers strong scalability and enterprise grade security while supporting both batch and realtime processing. Beyond technical functionality, it also provides a clean, intuitive interface that integrates smoothly into our existing workflows and their customer support is responsive and helpful when implementing new document workflows or troubleshooting integrations.

Like

One of the most impressive aspects of Document AI is its powerful AI driven ability to process and understand complex documents. The generative AI capabilities help us extract critical infirmation from unstructured documents such as supplier aggrement, compliance records and operational reports using simple prompts while.the summarazation feature quickly produces concise summary from long documents. This saves us review time and enables our teams to capture key information needed for operational abd regulatory decisions. The platform automated data extraction from common manufacturing documents e.g purchase orders, invoices, bills of lading, vendor forms and receipts , reducing manual data entry and improving processing speed and accuracy. Features such as custom classifier and custom splitter automatically categorize documents and separate multiple files within a single submission, which is especially useful when we are handling large batches of supplier documents. In addition, It supports complex document formats including handwritten texts, low quality scans and multi-page files. Since Document AI is built on Google cloud it offers strong scalability and enterprise grade security while supporting both batch and realtime processing. Beyond technical functionality, it also provides a clean, intuitive interface that integrates smoothly into our existing workflows and their customer support is responsive and helpful when implementing new document workflows or troubleshooting integrations.

Like

One of the most impressive aspects of Document AI is its powerful AI driven ability to process and understand complex documents. The generative AI capabilities help us extract critical infirmation from unstructured documents such as supplier aggrement, compliance records and operational reports using simple prompts while.the summarazation feature quickly produces concise summary from long documents. This saves us review time and enables our teams to capture key information needed for operational abd regulatory decisions. The platform automated data extraction from common manufacturing documents e.g purchase orders, invoices, bills of lading, vendor forms and receipts , reducing manual data entry and improving processing speed and accuracy. Features such as custom classifier and custom splitter automatically categorize documents and separate multiple files within a single submission, which is especially useful when we are handling large batches of supplier documents. In addition, It supports complex document formats including handwritten texts, low quality scans and multi-page files. Since Document AI is built on Google cloud it offers strong scalability and enterprise grade security while supporting both batch and realtime processing. Beyond technical functionality, it also provides a clean, intuitive interface that integrates smoothly into our existing workflows and their customer support is responsive and helpful when implementing new document workflows or troubleshooting integrations.

Dislike

AI is only very good at highly specific tasks: such as 'Analyse the difference between cell X and cell Y, but does not provide great insight. AI also frequently makes mistakes and confuses itself in large data environments (ie, working across several workbooks or an extra large document) - creating a lack of confidence in the result given. It is clear that the AI needs more training with time. While the integration with Google Docs is great, if your document is not within the Google Documents ecosystem, it becomes incredibly difficult to transfer/copy data into Docs for comparison. (Due to several formatting inconsistencies and hurdles)

Dislike

AI is only very good at highly specific tasks: such as 'Analyse the difference between cell X and cell Y, but does not provide great insight. AI also frequently makes mistakes and confuses itself in large data environments (ie, working across several workbooks or an extra large document) - creating a lack of confidence in the result given. It is clear that the AI needs more training with time. While the integration with Google Docs is great, if your document is not within the Google Documents ecosystem, it becomes incredibly difficult to transfer/copy data into Docs for comparison. (Due to several formatting inconsistencies and hurdles)

Dislike

AI is only very good at highly specific tasks: such as 'Analyse the difference between cell X and cell Y, but does not provide great insight. AI also frequently makes mistakes and confuses itself in large data environments (ie, working across several workbooks or an extra large document) - creating a lack of confidence in the result given. It is clear that the AI needs more training with time. While the integration with Google Docs is great, if your document is not within the Google Documents ecosystem, it becomes incredibly difficult to transfer/copy data into Docs for comparison. (Due to several formatting inconsistencies and hurdles)