It breaks on real records
A missing field, unexpected format or longer input can expose a gap the demo did not cover.
AI AUTOMATION REPAIR
It skips records, writes the wrong thing or quietly stops. We investigate the whole process—including the connections around the AI—then explain what can be fixed and what should change.
Tell us what is going wrongWHAT WE CAN FIX
A missing field, unexpected format or longer input can expose a gap the demo did not cover.
An expired connection, changed field, permission or usage limit can interrupt the surrounding workflow.
An output can have the expected format and still contain an incorrect value. Check it before writing to an important record.
Review retries, repeated events and error handling. Understand which actions completed before a failed run is replayed.
EXAMPLE REPAIR
Check action success and validate the result before updating the record. Keep the existing value when the result is missing and send the case for review.
HOW THE WORK IS APPROACHED
Compare the intended result with recent run history and identify the business impact.
Reproduce a bounded example and separate connection, data and AI problems.
Agree the change, check realistic and failure cases, and add an appropriate review or exception path.
Explain the cause, changes, test results and anything that still needs attention.
ONGOING IMPROVEMENT
Some AI steps should be replaced with a clear rule or a person checking the output. The aim is a process you can understand and operate.
One-off investigation and repair are available without a monthly subscription. Missing logs, lost data and third-party restrictions can limit what can be recovered. Scope and price are agreed before paid work.
We agree the work before making changes to live automations.
See the monthly support plansCOMMON QUESTIONS
Potentially. The fit check covers the tools involved, the available access and whether there is enough history to investigate. Repair is not assumed before that check.
No. A one-off investigation or repair can be quoted separately. Ongoing support can be discussed after the initial problem is understood.
The tools involved, what should happen, what happens instead, when it last worked and any recent changes. Do not include passwords, API keys or unredacted customer data.
USEFUL FIRST CHECKS
A few details are enough to check the fit and explain where to start. The scope and cost are agreed before paid work.
Tell us what is going wrong