AI Workflow Drift Detection for Automation Agencies

FlautoPsy watches your Make.com, n8n, and Zapier scenarios for prompt decay, output anomalies, cost spikes, and execution chain changes. Built for agencies managing 30+ client automations. One webhook. Two minutes to connect. Real alerts when things silently break.

Your client's Make.com scenario runs 50 times a day. One day the OpenAI prompt gets edited. Outputs degrade. Costs creep up. Nobody notices for three weeks — until the client does. FlautoPsy catches it on run #51.

What FlautoPsy Detects

  • ✓Prompt drift (semantic decay)
  • ✓Output anomalies (length, structure)
  • ✓Cost spikes (5× baseline cost)
  • ✓Latency spikes (5× baseline latency)
  • ✓Topology changes (module added/removed/failed in chain)
  • ✓Real-time Slack alerts
  • ✓Shareable workflow health reports

What FlautoPsy Doesn't Do (Yet)

  • ✗Content classification (toxicity, bias, PII)
  • ✗EU AI Act compliance audit
  • ✗Hallucination detection
  • ✗Model performance evaluation

We're focused on operational drift — the silent failures that erode automation quality over time.

How It Works

01 — CONNECT

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Add one HTTP module to your Make.com scenario (or HTTP Request node in n8n, or Webhooks step in Zapier). Paste your unique FlautoPsy webhook URL. Two minutes.

02 — BASELINE

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Run your scenario normally for ~10 traces. FlautoPsy learns what "healthy" looks like for that specific workflow — prompt structure, output shape, typical cost and latency.

03 — DETECT

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From trace #11 onward, FlautoPsy compares every run to the baseline. When something drifts, you get a Slack alert with evidence and a suggested fix. No noise from normal variation.

Built For

FlautoPsy is built for:

  • •Automation agencies managing 30+ client scenarios
  • •Make.com / n8n / Zapier power users
  • •Operations teams running LLM-powered workflows in production
  • •Anyone who's been burned by a silent prompt regression

Pricing

Free during beta. We're working with our first 20 users to set pricing that's fair for both agencies and us. Sign up to lock in beta pricing for life.

Frequently Asked Questions