Focused review / fixed session
Claude & AI Systems
Build an AI system you can actually evaluate.
What we work through
Work through AI architecture, evaluation criteria, integration constraints and a practical implementation approach.
Who this is for
Product and engineering teams deciding how to build, integrate or evaluate an AI system.
What you work toward
- Examine the proposed architecture and the constraints around data, integration and cost.
- Define useful evaluation criteria, likely failure cases and the next validation step.
These are the decisions we work toward during the session. A written report, substantial pre-read, implementation and ongoing support are not included unless separately agreed.
When to choose something else
A complete AI implementation, model training engagement or certification. A session does not establish that a system is accurate or safe to ship.
The boundary matters
- Choose 60 or 120 minutes.
- The session is expert guidance, not a promise of accuracy, certification or a complete production implementation.
Related work and thinking
Your AI Gave You a Number. It Was Guessing.Eliseo's published model-evaluation work; study findings are not a promised result for your system.
Work directly with Eliseo for founder-led advisory. Selected work shows the kind of systems behind the advice.
How to prepare
- Describe the user task, current approach and how you would judge a useful result.
- Bring non-sensitive examples of failures and a high-level data flow. Keep API keys and private datasets out of the inquiry.
Keep credentials, private code, documents and customer data out of the inquiry. We agree confidentiality, any pre-read and an appropriate secure access process before reviewing private materials.
Secure sharing and website termsWhat happens next
- Choose your session, verify your email and share a little non-sensitive context.
- Review the fixed total and session terms, then pay securely through Stripe.
- After payment is verified, choose a time on Google Calendar. Google confirms your appointment. If you need help booking, our team will contact you within 24 hours of your request.