01 / One workflow is failing.
Reliability repair
Fix one reproducible failure in an existing AI workflow. Keep the regression check that catches it next time.
3 business days after qualification
Read the full scope$2,000USD · fixed fee
Consulting with Nueton
A useful next step.
A defined scope.
Choose the work that fits the problem you have now. Each engagement includes an agreed boundary, acceptance criteria and a handover.
02 / You need to know what to fix.
Reliability audit
Find the important failure modes, test the controls and decide what to fix before committing to a build.
5 business days after access is ready
Read the full scope$4,000USD · fixed fee
03 / One workflow needs to be built.
Production sprint
Build one operational AI workflow with evaluation checks, human approvals and a handover your team can run.
2 weeks for a qualified scope
Read the full scope$15,000USD · fixed scope
04 / Quality needs a recurring check.
Evaluation retainer
Calibrate an existing evaluation workflow, add a release gate and keep an evidence-based scorecard as the system changes.
4 days in month one; 2 days/month after
Read the full scope€3,000EUR · per month
The full $4,000 audit fee is credited toward a $15,000 sprint for the same workflow: $11,000 remains. Taxes and any third-party costs are confirmed separately. Timelines start after qualification and access readiness.
For a different starting point
A smaller ticket.
Or a different question.
These projects are priced after a scoping conversation. The same rule applies: a bounded task and a result you can inspect.
- Engineering support for agencies
- A prepaid, bounded implementation ticket in an existing client repository, with an acceptance owner and clear handover.
- CI regression hardening
- Turn known failure cases into repeatable checks that can block an unsuitable release.
- Guarded coding workflows
- Add explicit approval points, traceable changes and evaluation checks to an existing coding-agent workflow.
- Architecture review
- Review the smallest workable design before committing to an agent system or a wider rebuild.
- One operational automation
- Scope one manual workflow with a process owner, a measurable baseline and a clear fallback.
Find the right scope
Bring one real problem.
A short call is enough to decide whether a repair, review or build is worth scoping.