Your AI Workflow Runs on One Person’s API Key. Now What?
Move a useful AI workflow into company-controlled projects, with clear ownership, tested permissions, service accounts and a practical plan for replacing credentials.
Move a useful AI workflow into company-controlled projects, with clear ownership, tested permissions, service accounts and a practical plan for replacing credentials.
Before expanding internal AI search, check how permissions survive indexing, retrieval and access changes, with practical tests for staff and client boundaries.
Follow customer data through n8n, OpenAI and your CRM. Check who can access retained copies, what redaction hides and whether deletion works before scaling.
OpenAI’s hosted Evals platform is closing. Preserve your tests, validate replacement scoring and keep releases covered before the October and November 2026 deadlines.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).