Drifting outputs
The agent worked fine at launch. Two months later, the responses feel slightly off and nobody knows why.
Your in-house agents are drifting, hallucinating, or silently failing in production. We diagnose in 2 weeks. Fix in 4. Operate from there. The only systematic recovery service for production AI agents.
Fixed-fee · $5,000 diagnosis · $10,000 fix · $2,500/mo operation
Recognize any of these?
No agency markets recovery systematically. Platforms can't. They sell tools. Big consultancies sell "build new." We're the operator team that diagnoses what broke and ships the fix.
The agent worked fine at launch. Two months later, the responses feel slightly off and nobody knows why.
Workflows complete, but a quiet 12% of them are running twice and inflating cost without visibility.
The agent invokes APIs that don't exist, returns plausible-looking failures, and nobody catches it for a week.
A user pasted a malicious string and got the agent to leak data it shouldn't have. Now the team is panicking.
The agent shipped on a Lindy / Relevance / Zapier deployment with zero visibility into the decision graph.
The token bill jumped 4x last month and nobody can explain which workflow is responsible.
Diagnosis · 2 weeks · $5,000
No vague "health check." A written report your CTO can hand to legal. Sample of what we check below.
Fix · 4 weeks · $10,000
Production fixes with proper observability, retries, rollback paths, and runbooks. You own the code. Your team can run it from there, or you can hand operation to us.
Stop the bleeding. Wire observability if missing. Add cost guardrails, rate limits, kill-switches.
Rewrite the failure paths. Replace brittle prompts. Add retries with exponential backoff. Document every change.
Live walkthrough with your team. Runbooks delivered. You decide whether to operate it yourself or hand it to us on retainer.
Operate · $2,500 / month
Every DPL retainer ships a Slack Connect channel where every agent decision is posted in real time, with PII redaction. Operator interventions, retry attempts, cost-per-task, failure modes. All visible. Platforms hide what their agents do. We show everything.
Book the recovery audit