Offer
AI System Tune-Up
Fix your flaky AI system. Reduce hallucinations, improve accuracy, and make it production-ready.
What You Get
Your AI system, but working properly. We diagnose issues, implement fixes, and set up monitoring so problems don't sneak back.
Common Issues We Fix
- Hallucinations — AI making things up or giving wrong answers
- Inconsistent outputs — Same question, different answers
- Slow responses — Latency killing user experience
- Prompt brittleness — Small input changes breaking everything
- Cost overruns — Token usage out of control
Deliverables
- Diagnostic report — Root cause analysis of current issues
- Implemented fixes — Prompt engineering, guardrails, caching, or architecture changes
- Evaluation suite — Automated tests to catch regressions
- Monitoring setup — Alerts for accuracy drops and anomalies
The Process
- Audit (2 days) — Review system, analyze logs, identify failure patterns
- Fix (3-5 days) — Implement improvements, test thoroughly
- Validate (2 days) — Run evaluation suite, set up monitoring
Best For
- AI features that launched but aren't performing well
- Prototypes that need to become production-ready
- Teams without AI expertise to debug issues
Typical engagement: 1-2 weeks. Fixed price regardless of hours.