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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.
Spellbook
ENTERPRISE SEARCH / PRODUCTIVITY
PROMPT
Law firm customers own all contract documents and legal inputs. Spellbook (Rally Legal) processes documents for AI contract review and drafting.
OUTPUT
Customers own all AI-generated contract language, suggestions, and redlines. Spellbook does not assert IP over outputs.
TRAINING
Unknown — cached spellbook-ai_tos.txt contains policy text in a single HTML line (line 362) exceeding the 25,000-token Read tool limit. Core IP and data use sections (1–12) are inaccessible. Sections 13.7–13.13 (dispute resolution, governing law: New York) were readable. Privacy file has same structure issue.
COMMERCIAL
Commercial use is fully permitted for legal practice and enterprise contract management.
177 verified findings across the displayed surfaces.
Empty Comparison Slot
AIRIN SUMMARY
Gumloop has moderate defaults; Spellbook carries the most permissive license terms of the set.FOR ENTERPRISE: GUMLOOP ENTERPRISE TIER ACCEPTABLE · SPELLBOOK NOT RECOMMENDED
↳ Compliance surfaces · side by side
⚡ INTERACTIVE RISK COMPARISON HEATMAP
| RISK SURFACE | GUMLOOP | SPELLBOOK |
|---|---|---|
| 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 ”
Spellbook
MED⚠ CAUTIONHIGH
Law firm customers own all contract documents and legal inputs. Spellbook (Rally Legal) processes documents for AI contract review and drafting.
“ (b) This Agreement does not grant Customer any intellectual property license or rights in or to the Spellbook AI Platform or any of its components, except to the limited extent that such rights are necessary for Customer's use of the Spellbook AI Platform as specifically au…”
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…”
Spellbook
MEDHIGH
Customers own all AI-generated contract language, suggestions, and redlines. Spellbook does not assert IP over outputs.
“ 6.2. Feedback. ”
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 ”
Spellbook
MED⚠ CAUTIONHIGH
Unknown — cached spellbook-ai_tos.txt contains policy text in a single HTML line (line 362) exceeding the 25,000-token Read tool limit. Core IP and data use sections (1–12) are inaccessible. Sections 13.7–13.13 (dispute resolution, governing law: New York) were readable. Privacy file has same structure issue.
“ (iv) No Third Party LLM Model Training. Customer Data transmitted to Third Party LLMs via the Spellbook AI Platform will not be used to train, improve, or develop the AI models of those Third Party LLMs. Accordingly, Spellbook will ensure that all Third Party LLMs are prohibited…”
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. ”
Spellbook
MED⚠ CAUTIONHIGH
Commercial use is fully permitted for legal practice and enterprise contract management.
“ (i) reverse engineer, decompile, disassemble, or otherwise attempt to derive the source code or underlying algorithms of the Spellbook AI Platform;”
📂 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. ”
Spellbook
MED⚠ CAUTIONHIGH
—
“ (a) Spellbook collects and uses categories of Personal Data from the Customer and its Users that are required to administer Customer's Spellbook account, including payment records and credit cards. Otherwise, Spellbook only collects and uses Personal Data as necessary to pr…”
$
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…”
Spellbook
MED⚠ CAUTIONHIGH
—
“ (b) Spellbook reserves the right to discontinue or modify its provision of any Beta Features to the Customer at any time, with or without notice;”