Ship regulated agents your clients can sign off.
For AI consultancies and systems integrators: one evaluation harness across every client engagement, with evidence your clients' reviewers already understand.
- Regional bank · Adverse action explainerfintech/adverse-action-reg-b+0.4%gate pass
- Health system · Discharge summary agenthealthcare/soap-note-summarization+1.1%gate pass
- Specialty insurer · FNOL intake agentinsurance/fnol-intake2 regressionsblocked
- Law firm · Citation checkerlegal/citation-verification0.0%gate pass
Every engagement rebuilds the same test harness. It should not.
Boutiques building agents for banks, insurers and hospitals keep hitting the same wall at acceptance: the client’s risk or clinical safety team wants evidence the agent behaves on their edge cases, and a spreadsheet of spot checks does not survive the review. Teams write a new harness per client, it rots after hand-over, and the next prompt edit ships untested.
- Acceptance criteria written as versioned suites, not slideware
- Expert-labelled packs for healthcare, finance, legal, insurance and life sciences
- Gates that keep protecting the client after your team rolls off
- Report exports mapped to the frameworks reviewers cite
How partners deliver with GONATURELLE.
The same five steps on every engagement, so quality stops depending on which engineers were staffed.
- 01
Scope with packs, not slides
Start each engagement by running the client's agent, or your prototype, against the relevant vertical pack. The first report becomes the baseline and the acceptance criteria in your statement of work.
- 02
Instrument once, reuse everywhere
Wrap the agent with the Python or TypeScript SDK. Your firm's own assertion library (house rules for PHI handling, identity checks, citation formats) travels from client to client as a versioned suite.
- 03
Gate every change you ship
Wire gonaturelle/gate-action@v2 or the GitLab and CircleCI equivalents into the client repository so prompt edits from either team are tested against the baseline before merge.
- 04
Hand over evidence, not assurances
Close the engagement with signed run manifests and the report templates the client's model risk, clinical safety or compliance reviewers expect.
- 05
Run evaluation as a managed service
Premier partners operate suites for clients after go-live: nightly full runs, drift reviews and pack upgrades, billed on their own paper.
Three tiers. Earned, not bought.
Move up by delivering: certified engineers and completed client deployments, not a membership fee.
| Benefit | RegisteredBoutiques starting their first regulated agent engagement | CertifiedConsultancies delivering several regulated agents a year | PremierSIs running evaluation as a managed service |
|---|---|---|---|
| Not-for-resale workspace | 1 Developer workspace | 1 Scale workspace | Scale workspace plus dedicated VPC sandbox |
| Commercials | 10% referral fee, first-year contract value | 15% resale discount or referral fee | 20% resale discount, multi-year terms |
| Enablement | Self-serve SDK and gate track | Certified Eval Engineer course for 4 staff | Unlimited certification seats, custom pack authoring |
| Partner support | Partner Slack channel | Named partner engineer | Partner solutions architect and quarterly roadmap review |
| Lead sharing | None | Shared regional opportunities | Joint account planning |
| Marketing | Listing on request | Partner directory listing, co-branded case study | Joint launches and events |
| Requirements | Signed partner terms | 2 client deployments, 4 certified engineers | 12 months Certified, 2 managed-service clients |
Beyond delivery partners.
We also work with the ecosystem around regulated agents. These are working relationships around integrations and data handling, described by role.
Apply to the partner programme.
Tell us about one engagement. We reply within 3 business days, and every Registered partner gets a Developer workspace for internal use from day one.
- 1Partner manager call, 30 minutes
- 2Registered terms and Developer workspace
- 3Certified Eval Engineer course for your team
- 4First joint client deployment
Questions first? partners@gonaturelle.si
Partner questions
Do my clients need their own GONATURELLE subscription?
Either works. Certified and Premier partners can resell GONATURELLE on their own paper at a discount, or refer the client to contract directly and receive a referral fee. Suites and assertion libraries you build stay yours and can be shared into each client workspace.
Who owns the test cases and assertions we write?
Your firm owns the assertion libraries and custom cases it authors, and the client owns its data. GONATURELLE golden datasets remain licensed to the subscribing organisation and cannot be redistributed outside the platform.
Can we deliver into a client's air-gapped environment?
Yes. Premier partners get a dedicated VPC sandbox to rehearse installs, and our solutions architects support the first deployment with you. Air-gapped installs are delivered as signed container images.
Is there a fee to join?
No. The Registered tier is free and includes a Developer workspace for internal use. Certified requires two completed client deployments and four certified engineers; Premier is by invitation after a year as Certified.
See what your clients' reviewers will see.
Run a vertical pack against an agent in the sandbox, then open the signed report. 14-day free production trial, no card.