Upload your agent log. Get a full coherence, risk, and residual audit in 30 minutes. Detects false completion, unearned confidence, tool failures, and 18 more failure modes — including acoustic bearing faults.
Your agent says "done" but 5 orders weren't processed. Customers find out first. You refund. They churn.
Model outputs 95% confidence with zero tool calls. No evidence. Pure hallucination dressed as certainty.
API call failed, agent ignored the error, marked task complete. Silent failure. No ticket. No alert.
LangGraph, CrewAI, AutoGen — none of them watch themselves. They generate without observing. This is the missing layer.
LangGraph, CrewAI, AutoGen, or raw JSON. We parse tool calls, model outputs, states, and outcomes automatically.
False completion, unearned confidence, tool failure, model uncertainty, bearing degradation, gear mesh anomaly, contact chatter — all checked.
Coherence score (0-1), risk score, uncertainty score, action gate decision, residual map, and recommendations. Markdown + JSON. Time-chain verified.
Each residual has a recommended response: allow, pause, ask_human, rollback, or deny. Know exactly what to fix and why.
This is a real report from an agent that claimed success but had a tool failure and state mismatch.
No other observability platform checks for these. This is a new category.
● Core residuals (AI agents) ● AVSOL residuals (robots/physical AI — acoustic & vibrational)
No monthly minimum. Pay per audit. Cancel anytime.