Wrong answers, rogue automations, silent failures, runaway API bills — diagnosed with a 20-point audit and repaired in impact order.
Request an audit Read the playbookSymptom → root cause → fix, across data, prompts, tools, monitoring and cost. No rebuild-it-all reflexes.
Token burn and retry storms are failures too. We audit the bill, not just the answers.
Our 20-point checklist is published. Hire us for speed, not secrets.
How AI bots break, and how we un-break them.
Fin, Zendesk AI Agents and Ada price and resolve tickets in three different ways, and two of the three now sit inside a bigger company's roadmap. What that means before you sign.
PlatformsWe repair bots on all three platforms, and each fails in its own signature way. Where Botpress, Voiceflow and Chatbase break, and how to pick for durability.
AuditsThe exact 20-point inspection we run on every chatbot and AI agent before quoting a fix — data freshness, retrieval quality, prompt hygiene, tool safety, monitoring and cost controls, grouped by layer with pass and fail criteria.
AI AgentsRunaway loops, silent failures, wrong-tool calls, permission errors, cost blowups, duplicate actions and drift — the seven ways business AI agents fail, the early warning signs, and the monitoring basics that catch all of them.
DiagnosticsThe five root causes behind chatbot wrong answers — stale knowledge bases, broken RAG retrieval, prompt drift, edge-case hallucination and silent timeouts — plus the exact symptom-to-cause diagnosis table we use before fixing anything.
Tell us what your bot does wrong. We reply within 24 hours with scope and a fixed price.
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