Missing records, failed API requests, repeated events, and unreliable handoffs need more than another retry.

I help founders and small teams investigate one defined n8n workflow or API integration, establish what the available evidence shows, and scope a correction that can be tested.

A webhook receives data, but the destination record is missing.

An API request fails or returns an unexpected response.

Field mapping or validation passes incomplete data downstream.

Repeated events cause unintended repeated actions.

Failure handling makes it difficult to see what completed and what needs attention.

1. Fit check You describe the expected result, actual symptom, tools involved, and available redacted evidence. This determines suitability; it is not a free technical audit.

2. Written scope We agree on the affected workflow, deliverables, exclusions, access requirements, price, and acceptance tests.

3. Diagnosis or repair If the cause is unclear, the engagement starts with a bounded diagnosis. Hands-on changes are included only when explicitly agreed.

4. Verification and handover You receive the findings or agreed changes, test results, known limitations, and handover notes.

Depending on the agreed scope:

Evidence-backed findings and recommended next steps

A defined workflow correction, where implementation is included

Verification against agreed test cases

A concise change summary and remaining limitations

A clear symptom, expected behavior, relevant sanitized evidence, and confirmation that you own the system or are authorized to request changes.

Do not send passwords, API keys, tokens, or customer records in the initial message. Any required access is agreed separately.

This service does not include unrelated workflows, unlimited integrations, complete application rebuilds, security certification, guaranteed uptime, or ongoing support unless separately agreed.