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SIDE-BY-SIDE · 2 OF 3
Two platforms.
Same questions.
Gumloop
WORKFLOW & AUTOMATION
PROMPT
Users own all prompts and data pipeline layouts.
OUTPUT
Data outputs generated belong 100% to the user.
TRAINING
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
COMMERCIAL
Commercial use of data workflows is fully permitted.
361 verified findings across the displayed surfaces.
Westlaw AI (Thomson Reuters)
ENTERPRISE SEARCH / PRODUCTIVITY
PROMPT
Thomson Reuters customers own all legal research queries and documents. Westlaw AI processes inputs to deliver AI-enhanced legal research.
OUTPUT
Customers own all AI-generated legal research and outputs. Thomson Reuters does not assert IP over generated research.
TRAINING
Uncertain. The corporate Privacy Statement states user data including 'content of your queries on our Services, such as artificial intelligence prompts' may be used to 'operate, improve, or personalize our Services' and 'Develop new products, services, content.' Product-specific DPA terms for Westlaw/CoCounsel were not cached and could not be reviewed.
COMMERCIAL
Full commercial use is permitted for law firm and enterprise legal deployments.
252 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Gumloop has moderate defaults; Westlaw AI (Thomson Reuters) has moderate defaults.FOR ENTERPRISE: GUMLOOP ENTERPRISE TIER ACCEPTABLE · WESTLAW AI (THOMSON REUTERS) ENTERPRISE TIER ACCEPTABLE
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GUMLOOP | WESTLAW AI (THOMSON REUTERS) |
|---|---|---|
| PPrompt Ownership | ||
| OOutput Ownership | ||
| TModel Training | ||
| CCommercial Use | ||
| DData Privacy | ||
| $Tier Differences |
* Click any cell in the heatmap matrix to scroll directly to its verbatim policy citations below.
📂 Intellectual Property & Model Training
P
SURFACE 01
Prompt Ownership
Gumloop
MEDMED
Users own all prompts and data pipeline layouts.
“ 7. Content ”
Westlaw AI (Thomson Reuters)
MEDMED
Thomson Reuters customers own all legal research queries and documents. Westlaw AI processes inputs to deliver AI-enhanced legal research.
“ Personal information in content and communications uploaded, sent, shared, or inputted through our Services or via our networks and infrastructure, including feedback you provide to us and the content of communications between you and us or sent via our network and Services — in…”
O
SURFACE 02
Output Ownership
Gumloop
HIGHMED
Data outputs generated belong 100% to the user.
“ By posting Content on or through Service, You represent and warrant that: (i) Content is yours (you own it) and/or you have the right to use it and the right to grant us the rights and license as provided in these Terms, and (ii) that the posting of your Content on or throug…”
Westlaw AI (Thomson Reuters)
MED⚠ CAUTIONMED
Customers own all AI-generated legal research and outputs. Thomson Reuters does not assert IP over generated research.
“ All content provided on this site is owned by or licensed to Thomson Reuters and/or its affiliates (the "Thomson Reuters Content") and protected by United States and international copyright laws. Thomson Reuters and its licensors retain all proprietary rights to the Thomson Reut…”
T
SURFACE 03
Model Training
Gumloop
MED⚠ CAUTIONMED
Gumloop does NOT train on user prompts, spreadsheets, or pipeline indices. Enterprise accounts deploy via custom endpoints.
“ (m) we do not use Google Workspace APIs to develop, improve, or train generalized AI and/or ML models. Data ”
Westlaw AI (Thomson Reuters)
MED
Uncertain. The corporate Privacy Statement states user data including 'content of your queries on our Services, such as artificial intelligence prompts' may be used to 'operate, improve, or personalize our Services' and 'Develop new products, services, content.' Product-specific DPA terms for Westlaw/CoCounsel were not cached and could not be reviewed.
No citation available
C
SURFACE 04
Commercial Use
Gumloop
MED⚠ CAUTIONMED
Commercial use of data workflows is fully permitted.
“ (iii) The business or commercial purpose for collecting or selling your personal information. ”
Westlaw AI (Thomson Reuters)
HIGH⚠ CAUTIONMED
Full commercial use is permitted for law firm and enterprise legal deployments.
“Thomson Reuters grants you a limited license to access and make personal use of this site, subject to the Terms. This site and any portion hereof may not be reproduced, duplicated, copied, downloaded, sold, resold, visited, or otherwise exploited for any commercial purpose withou…”
Use is restricted to personal, non-commercial purposes only. Any commercial exploitation of site content or outputs requires explicit prior written consent from Thomson Reuters, which may be withheld.
📂 Data Privacy & Governance
D
SURFACE 05
Data Privacy
Gumloop
HIGHMED
—
“ we sold it to. If we have not sold your personal information, we will inform you of that fact. ”
Westlaw AI (Thomson Reuters)
HIGH⚠ CAUTIONMED
Westlaw AI (including CoCounsel) is an enterprise subscription product. Separate Master Subscription Agreement and DPA would govern enterprise customers. Product-specific terms not cached.
“Demographic information Age; date of birth; marriage status; gender; physical characteristics; military status; political, religious, or philosophical beliefs; sexual orientation; racial or ethnic origin; and union membershi”
TR collects special categories of personal data under GDPR Article 9 (political beliefs, religious beliefs, sexual orientation, racial/ethnic origin, union membership), which require explicit legal bases and heightened protections.
$
SURFACE 06
Tier Differences
Gumloop
MEDMED
—
“ Some parts of Service are billed on a subscription basis (“ Subscription(s) ”). You will be billed in advance on a recurring and periodic basis (“ Billing Cycle ”). Billing cycles are set either on a monthly or annual basis, depending on the type of subscription plan you sel…”
Westlaw AI (Thomson Reuters)
MED
Westlaw AI (including CoCounsel) is an enterprise subscription product. Separate Master Subscription Agreement and DPA would govern enterprise customers. Product-specific terms not cached.
No citation available