AI Labs Index · Compare

Compare AI tools side by side

Compare up to four tools by their main job, cost, setup requirements, and data security. Choose two to four tools below.

3 of 4 selected
Cross-category comparison

Research categories group tools by their main job and how they work. These tools are in Enterprise AI Assistants and Workspaces · Legal, Contract, and Compliance AI · Document Intelligence and Intelligent Document Processing.

You can compare them by practical fit, cost, setup, and safe use. This is not a direct head-to-head or global ranking: each tool’s TriVista score and peer position apply only within its own category.

Costs are planning estimates, not vendor quotes. See the assumptions below.

Rows marked “Same for all selected” describe shared catalog assumptions or verification steps. They are not product-specific proof. Open each profile for its available sources and confirm missing vendor prices, setup details, and security terms.

Swipe or scroll to compare every tool

Anthropic
93TriVista score

Claude Enterprise

A workplace AI assistant that reads very long documents and helps staff write, code, and analyze, run under company controls.

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Icertis
74TriVista score

Icertis AI

An enterprise contract management tool with AI agents that draft, redline, and track obligations across thousands of contracts, built for large global companies.

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Google Cloud
74TriVista score

Google Document AI

A developer service from Google Cloud that pulls text and data out of documents, with ready-made parsers for invoices, receipts, and IDs.

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Compare
Claude Enterprise93 TriVista score
Icertis AI74 TriVista score
Google Document AI74 TriVista score
Category rank
#2
#8
#5
Research confidence
Strong support
Some support
Some support
Category
Enterprise AI Assistants and Workspaces
Legal, Contract, and Compliance AI
Document Intelligence and Intelligent Document Processing

Cost

Tool
Claude Enterprise93 TriVista score
Icertis AI74 TriVista score
Google Document AI74 TriVista score
Plans and pricing
Enterprise. Public pricing mechanics; usage amount is a planning allowance
Commercial / enterprise. Planning allowance - confirm current public price or quote
Commercial / enterprise. Planning allowance - confirm current public price or quote
First year
$39.9KBase estimateLow $26.2K · High $62.1K
$101.5KBase estimateLow $64.3K · High $164K
$94.3KBase estimateLow $59.9K · High $151.7K
Per user or unit
$2KBase estimateLow $1.3K · High $3.1KPer enabled user, first year
$101.5KBase estimateLow $64.3K · High $164KPer production workspace, first year
$94.3KBase estimateLow $59.9K · High $151.7KPer production workspace, first year
Three years
$88.1KBase estimateLow $59.7K · High $132.6K
$207.8KBase estimateLow $137.2K · High $322.5K
$195.7KBase estimateLow $129.7K · High $302.4K
Cost assumptions
Based on 20 enabled users. Pricing model: Per seat plus metered usage. Confirm the vendor’s billing unit and current price or quote before budgeting.
This scenario uses a category-based allowance, not a verified price for this product. Based on 1 production workspace. Confirm the vendor’s billing unit and current price or quote before budgeting.
This scenario uses a category-based allowance, not a verified price for this product. Based on 1 production workspace. Confirm the vendor’s billing unit and current price or quote before budgeting.

Setup and security

Tool
Claude Enterprise93 TriVista score
Icertis AI74 TriVista score
Google Document AI74 TriVista score
Setup requirements
Check the minimum seats, sign-in, spend limits, connections, data settings, and app access.
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
Data and security
Check data terms, retention, access keys, locations, connections, and activity records.
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Recommended next step
Compare the tool with the current process on quality, adoption, time saved, and total cost
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you choose

Test the shortlisted tools on the same task with the same success criteria. Confirm current pricing, data terms, and setup requirements, and resolve any research holds before approving a pilot. Scores rank tools within their own category, not across all tools.

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