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Recovery service · 2-week diagnosis

Your AI agent is broken.
We fix it.

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?

The 2024 build wave shipped a lot of agents. By 2026, many of them have stopped working right.

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.

Symptom

Drifting outputs

The agent worked fine at launch. Two months later, the responses feel slightly off and nobody knows why.

Symptom

Silent retries

Workflows complete, but a quiet 12% of them are running twice and inflating cost without visibility.

Symptom

Hallucinated tool calls

The agent invokes APIs that don't exist, returns plausible-looking failures, and nobody catches it for a week.

Symptom

Prompt-injection vulnerabilities

A user pasted a malicious string and got the agent to leak data it shouldn't have. Now the team is panicking.

Symptom

No observability

The agent shipped on a Lindy / Relevance / Zapier deployment with zero visibility into the decision graph.

Symptom

Cost explosion

The token bill jumped 4x last month and nobody can explain which workflow is responsible.

Diagnosis · 2 weeks · $5,000

We audit your agent stack against 30 production criteria.

No vague "health check." A written report your CTO can hand to legal. Sample of what we check below.

  1. 01Observability: what is the agent doing right now
  2. 02Retry logic: failure modes, backoff, dead-letter handling
  3. 03Drift detection: is the model output still in spec
  4. 04Prompt injection resistance: input sanitization, output guarding
  5. 05Cost variance: token spend per task, runaway loop detection
  6. 06Escalation paths: what happens when the agent gets it wrong
  7. 07Data security: who sees what, encryption posture, access scopes
  8. 08State management: what does the agent remember between runs
  9. 09Tooling integration: webhook health, downstream API stability
  10. 10Operator handoff: can a human take over mid-task

Fix · 4 weeks · $10,000

We ship the patch and walk your team through every change before handover.

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.

Week 1

Stabilize

Stop the bleeding. Wire observability if missing. Add cost guardrails, rate limits, kill-switches.

Weeks 2–3

Ship the patch

Rewrite the failure paths. Replace brittle prompts. Add retries with exponential backoff. Document every change.

Week 4

Handover

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

We run it from there. You watch us work in Slack.

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

Tell us what broke. We'll start the diagnosis.