Bounded AI MVP Delivery
Take one customer workflow beyond the prototype, with the release boundary agreed before work starts. Here, MVP means one useful path that a real user can complete, not the whole product.
What it is
Release one useful path
Build and release one useful AI workflow with the integrations, evaluation, failure handling, and handoff needed for an agreed pilot.
What you receive
A working workflow your team can operate
- Product and integration implementation
- Evaluation cases and failure handling
- Release, monitoring, and rollback boundary
- Documentation and technical handoff
Post-handoff maintenance and support are separate unless the proposal includes a defined stabilization period.
What I need from you
People, evidence, and safe access
- One named workflow, user outcome, and acceptance owner
- Representative data, failure cases, and operating constraints
- Access to the existing product, systems, and relevant stakeholders
- A decision-maker available for scope and release choices
- Customer approval of AI providers and permitted data
Access is named, least-privilege, and customer-managed; shared personal credentials are never used.
The boundary
What it does not include
The MVP is a controlled release of one user-to-outcome path. It is not an open-ended product roadmap or a promise to finish every surrounding system.
The proposal names the user-to-outcome path, systems, integrations, release boundary, acceptance evidence, and handoff owner.
How it works
From release boundary to handoff
The work stays tied to one user path and the evidence needed for its release.
- Set the release boundary
We agree on the user path, systems, acceptance evidence, risks, and owner for the release decision.
- Build the complete path
I implement the product surface, integrations, data flow, and model behavior inside that boundary.
- Test failure and recovery
We use representative cases to check expected behavior, known failures, monitoring, and rollback choices.
- Release and hand over
I support the agreed release, document the system, and leave the named owner with clear operating notes.
Price and boundary
Price one releasable path
The starting price covers one bounded workflow and the standard output above. Wider product scope, integrations, or operating requirements are priced in the written proposal.
Normal studio tooling is included unless agreed otherwise.
Customer-specific licenses, production usage, cloud costs, and travel are stated in the proposal.
Acceptance and review points are stated in the proposal; the public offer makes no unlimited revision promise.
Starting prices are set independently in each currency, not converted live. Applicable taxes are confirmed in the proposal.
Good fit
A useful MVP when
- One user path and release owner are clear.
- The existing product and required systems are accessible.
- Representative data and failure cases are available.
- The team can make scope and release decisions during the work.
Before work starts
Confirm the release boundary
The website is a commercial summary. The written proposal and contract confirm the binding scope, timing, price, taxes, expenses, and terms.
- Send a short email
Describe the desired workflow, current blockage, constraints, and decision-makers.
- Check the fit
We use a short call to confirm the smallest useful scope.
- Review the documents
Paid work follows a written proposal and contract, then an invoice.
Discuss the MVP
Tell me which user path must work, what it connects to, and who can make the release decision.