Areas of Expertise
AI Rescue
Most failed AI initiatives aren't failed ideas — they're failed architecture, failed data grounding, or failed cost discipline. We triage what's actually broken (model choice, prompt design, RAG pipeline, runaway spend, governance gaps) and give you an honest rebuild-vs-recover recommendation, then execute it.
Signs You Need This
A pilot stalled and nobody can explain why
Token costs are climbing faster than the AI feature's value
The agent hallucinates in ways that are now a business risk
Failed or stalled AI project triage
Model, architecture & prompt root-cause diagnosis
Runaway token-spend & cost audits
Hallucination & reliability remediation
RAG & data pipeline repair
Vendor and tooling reassessment
Security and governance gap closure
Rebuild-vs-recover decision support
Describe the problem — not the technology you think you need.
Tell us where you are today and we'll map it to the right combination of disciplines and engagement model.