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Rescue
Every rescue engagement starts with a paid diagnostic. We look at the code, the data, and the system behaviour before we tell you what's wrong. You get a written report with a root-cause diagnosis and a fix plan, whether you proceed with us or take the report elsewhere.
The diagnostic cost is credited toward the fix engagement if you proceed. Most clients do.
Tell us what broke.
Stalled chatbots, abandoned POC builds, inherited AI codebases from developers who left. We diagnose what broke and give you a fix plan or take on the rebuild.
Signal: The AI system was never shipped, or shipped and then quietly shut down.
RAG chatbots returning wrong answers. We diagnose the root cause (retrieval failure, context assembly, or generation) and fix the dominant issue with before/after measurement.
Signal: Users are reporting wrong answers and you don't know which layer is failing.
Agent response times that make the product feel broken. Latency profiling, parallel tool call analysis, model routing, and caching, measured before and after every change.
Signal: Agent responses take 4–10+ seconds and users are complaining.
Tell us what the system does and what it's doing wrong. We will tell you which engagement fits and what it would take to fix.