Microsoft
86TriVista score
Microsoft 365 Copilot
An AI helper built into Word, Excel, Outlook, and Teams that drafts, summarizes, and answers questions inside the apps you already use.
View details →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.
Menu
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 · Document Intelligence and Intelligent Document Processing · Business Intelligence and Analytics Copilots.
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.
Swipe or scroll to compare every tool
Rossum
74TriVista score
Rossum
An AI tool that reads invoices and other business documents and pulls out the data, learning from corrections, with a newer autonomous agent called Aurora.
View details →Salesforce (Tableau)
87TriVista score
Tableau Pulse
A feature that sends managers short, plain-language summaries of key metrics in Slack, email, or mobile, instead of making them open a dashboard.
View details →Compare
Microsoft 365 Copilot86 TriVista score
Rossum74 TriVista score
Tableau Pulse87 TriVista score
Category rank
#4
#7
#1
Research confidence
Strong support
Some support
Good support
Category
Enterprise AI Assistants and Workspaces
Document Intelligence and Intelligent Document Processing
Business Intelligence and Analytics Copilots
Cost
Tool
Microsoft 365 Copilot86 TriVista score
Rossum74 TriVista score
Tableau Pulse87 TriVista score
Plans and pricing
Enterprise add-on. Public incremental add-on rate; prerequisite license excluded as incumbent
Commercial / enterprise. Planning allowance - confirm current public price or quote
Commercial / enterprise. Planning allowance - confirm current public price or quote
First year
$28.8KBase estimateLow $19.1K · High $44.5K
$94.3KBase estimateLow $59.9K · High $151.7K
$120.2KBase estimateLow $77.6K · High $190.4K
Per user or unit
$1.4KBase estimateLow $953 · High $2.2KPer enabled user, first year
$94.3KBase estimateLow $59.9K · High $151.7KPer production workspace, first year
$120.2KBase estimateLow $77.6K · High $190.4KPer production workspace, first year
Three years
$65.5KBase estimateLow $44.6K · High $98.5K
$195.7KBase estimateLow $129.7K · High $302.4K
$263.9KBase estimateLow $177.4K · High $401.6K
Cost assumptions
Based on 20 enabled users. Pricing model: Per user add-on plus qualifying Microsoft 365 license. 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
Microsoft 365 Copilot86 TriVista score
Rossum74 TriVista score
Tableau Pulse87 TriVista score
Setup requirements
Qualifying Microsoft 365 plan, Entra identity, permission hygiene, SharePoint/OneDrive governance, DLP and Purview controls, user training, and adoption metrics.
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
Copilot honors existing Microsoft 365 permissions, but a rollout should include oversharing remediation, Purview/DLP controls, security dashboard access, and identity governance.
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
Complete the required permissions, governance, and data-quality review before a narrow pilot
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.
Want a closer match?
Answer a few questions about your goals, team, and readiness.
Want help moving from research to action? Explore TriVista’s AI consulting services →