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Key Takeaways
- Art. 26 duties with [NT] flags.
- Provider document demand list.
- Honesty: decision-support — not legal advice.
EU AI Act GPAI provider obligations - one job, stated plainly.
Decision support only - not legal advice and not a conformity certificate.
GpaiWatch — definition
GpaiWatch maps a described model and release practice to the Article 53 and Article 55 obligation tiers, and lists what each tier requires. Decision-support only — not legal advice.
What this is NOT
- Not a social network, ad network, or engagement guarantee.
- Not a promise of reach, followers, or sales.
- Not a substitute for your brand review before you post.
Controller / Processor — When packs mention privacy roles, we use GDPR Art.4 labels: Controller and Processor (decision-support only).
Model providers and fine-tuners cannot tell whether they are a GPAI provider, or whether the systemic-risk tier applies to them.
No documented answer
The question gets answered in a chat thread and never written down.
Generic questionnaires miss it
A broad security or TPRM questionnaire does not answer this specific duty.
Dates move
Timelines shift, so a record made once goes stale without a date on it.
Nobody owns the follow-up
The analysis exists but no name is attached to the action.
Describe. Check. Record.
Reduced, standard, systemic risk. The tier is set by what you release and how much compute you burned — not by how capable you think the model is.
The verdict
The three GPAI obligation tiers
The reasoning
Every line cites the article it comes from.
The demand list
What to ask the provider, before you sign.
The record
Export or copy the record you can file.
Everything the record needs, nothing it does not
Built for teams that need a documented answer without a consultant on retainer.
Severity-ranked findings
The three GPAI obligation tiers
Platform-aware
Every line cites the article it comes from.
Hashtags included
What to ask the provider, before you sign.
Copy-ready
Export or copy the record you can file.
From description to record in 3 steps
Describe
e.g. We fine-tuned an open-weights model on our own corpus and plan to publish the weights under an Apache licence.
Check
Deterministic rules evaluate the facts and cite the articles.
Record
Review, fill the gaps, then export or copy.
Describe. Check. Record.
Reduced, standard, systemic risk. The tier is set by what you release and how much compute you burned — not by how capable you think the model is.
No documented answer
The question gets answered in a chat thread and never written down.
The verdict — The three GPAI obligation tiers
Rules decide · AI only polishes · you review
Deterministic rules own the verdict. Optional AI only polishes narrative. You remain the human oversight.
Read the methodology →One job, done plainly
| # | GpaiWatch | Broad TPRM / GRC suites |
|---|---|---|
| 1 | EU AI Act GPAI provider obligations | Many frameworks plus continuous monitoring |
| 2 | Single documented record | Programme-level dashboards |
| 3 | Self-serve from $19/mo | Often sales-led enterprise pricing |
| 4 | No OSINT or sanctions lookup (by design) | Security ratings, trust centers, integrations |
Act-focused reading before you close
Decision-support companions — not legal advice. Annex III high-risk deployer timeline hook: 2 Dec 2027.
Try it on this page
or generate below.
Saved history
Built for indie product teams
Capability cards describe the studio. No fabricated customer counts.
A product brief becomes five short drafts.
Length and tone follow the channel you pick.
Relevant tags included — you still edit them.
Simple plans that scale
All paid plans include
- Full record studio
- Export and copy
- Rule-based checks (decision-support)
- Email support on paid plans - no hidden add-ons for core use
- Limited AI drafts: 3/day · 15/mo (fair use)
- Studio demo (no extra LLM fee)
- AI included: 40 runs/day · 300/mo (fair use)
- No separate ChatGPT subscription required
- Priority support · 2 months free with yearly
Feature comparison
What each plan includes — quotas reflect the enforced fair use limits.
| Dimension | Free | Pro | Enterprise |
|---|---|---|---|
| Usage | |||
| AI runs | 3/day · 15/mo | 40/day · 300/mo | 200/day · 3,000/mo |
| Report export | Watermarked | Clean export | Clean export |
| Audit log | Not included | ✓ Included | ✓ Included |
| Product | |||
| Core studio workflow | ✓ Included | ✓ Included | ✓ Included |
| Deterministic checklist | ✓ Included | ✓ Included | ✓ Included |
| Exportable report | ✓ Included | ✓ Included | ✓ Included |
| Decision-support framing | ✓ Included | ✓ Included | ✓ Included |
| BYOK (your LLM key) | Not included | Not included | ✓ |
| SSO | Not included | Not included | Roadmap |
| Support & compliance | |||
| Support | Community | Priority | Custom SLA |
Already paid? Unlock Pro with your license
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Your questions, answered
What does GpaiWatch draft?
Five platform-aware ranked findings — decision-support drafts, not an engagement guarantee.
Does this guarantee engagement?
No. Duty pack packs are decision-support. You still match brand voice before shipping.
Can I cancel anytime?
Yes. Self-serve plans cancel anytime; access continues until period end.
Do I need a credit card to start?
No. Start with email signup or Demo mode in the studio, then upgrade when ready.
Do I need my own ChatGPT / OpenAI subscription?
No for Free/Pro. AI runs are included in your plan (fair use) via our platform key. Enterprise can optionally bring your own OpenAI key (BYOK) — configure it at /settings (key stays server-side only).
What is Fair Use / what if I hit the AI limit?
Free includes 3 AI drafts/day and 15/month. Pro includes 40/day and 300/month. At the fair-use limit, Studio returns a labelled demo until reset — or use Enterprise BYOK for heavier volume.
Is checkout secure?
Payments are processed by Waffo Pancake (merchant of record).
What happens after I pay?
You receive access confirmation; fulfillment is tracked via webhook + order logs.
Quick answers
- 5 per run
- Platform-aware
- Hashtags included
- Copy-ready
- Pricing starts at $0 (Free).
More questions
What inputs?
Product, platform, and vibe.
Engagement guarantee?
No. Decision-support drafts — not an engagement guarantee.
How many?
Five ready-to-post ranked findings — always review.
Demo or live?
Demo is labelled; live wording needs a configured AI key.
Who is it for?
Founders and creators posting consistently.
Primary sources?
Deployer-duty copy practice notes.
How it compares
| Dimension | Manual | GpaiWatch |
|---|---|---|
| Speed | Hours to days | Minutes per run |
| Consistency | Varies by person | Same severity-rank pattern every run |
| Output | Free-form | Structured duty pack pack |
| Best for | Final sign-off | First-pass duty pack pack |
When not to use: Skip it when you need a certified ad claim or a lawyer’s review of a regulated offer. This only drafts a duty pack pack.
- Art. 26 deployer duties: what you actually have to run — The five operational controls, and the Art. 27 duty that gets skipped.
- Duties you cannot contract away to your vendor — What procurement should ask for instead of an unenforceable transfer.
- Logging and oversight: the minimum evidence — The two duties auditors actually test, and what day one requires.
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