We diagnose, harden, and verify existing AI and business workflows that break, duplicate records, lose data, silently fail, or still need someone watching them.
Best fit: an existing n8n, Make, Zapier, Google Workspace, CRM/API, browser, Python/Node, or AI workflow where failure already costs time or money.
Request a reliability auditWe reproduce the issue, trace the workflow end to end, identify failure points, and deliver a prioritized repair/hardening plan with evidence.
Repair is scoped separately. If the problem is smaller than the audit warrants, we tell you before proceeding.
Broken APIs, expired credentials, lost data, missing alerts.
Retries, webhooks, races, mappings, weak deduplication.
Someone still checks every run or manually recovers exceptions.
Output drift, malformed JSON, weak validation or escalation.
Automation breaks when sessions, forms or selectors change.
It worked in a demo but lacks failure tests, logs and recovery proof.
Do not paste passwords, API keys, tokens, or private customer data. Secure access can be arranged later if needed.
Submitting requests a conversation; it does not create a contract or authorize work.