For AI workflows that need proof, not vibes

Find why the automation fails before you scale it.

I audit the failing workflow, logs, state, tool contracts, retries, handoffs, and evidence trail. You get a reproducible failure analysis where possible, ranked root causes, and a prioritized repair plan.

Book the $499 reliability diagnostic Check fit first

No generic chatbot pitch. The diagnostic is about evidence: what failed, why it likely failed, what to test, and what to fix first.

Why this closes faster

The buyer does not need another agent promise. They need proof the workflow behaves.

The diagnostic does not ask them to believe in AI. It asks one operational question: can the team reproduce failures, understand tool state, and prevent the same bug from recurring?

Example opener: When the agent fails, can you see exactly which tool, state transition, retry, or external API response caused the run to stop or loop? If the answer is "not reliably," I can audit the workflow and send a ranked repair plan. The diagnostic is $499.

Agent state

Systems where the model, tool calls, saved state, and final result do not line up in a way another operator can audit.

Tool contracts

Workflows where one tool expects a shape, token, URL, or ID that the previous step does not reliably provide.

External APIs

Stripe, Meta, Retell, Vapi, GHL, n8n, calendar, and webhook paths where retries or stale data create expensive confusion.

Client delivery

Client-facing automations where secrets, logs, fallbacks, approval boundaries, and human handoff need to be clear before delivery.

Fit check

Not sure the diagnostic fits?

Send the workflow, expected behavior, and observed failure. I will reply with whether the diagnostic is worth buying or whether the issue is too small.

Downsell

Not ready for the full diagnostic?

The $99 triage reviews one offer or lead path and sends back the highest-leverage next action. Use this only if you want a lighter read before the full diagnostic.

$99

One lead path or offer triage.

Book the $99 triage