Before your AI agent starts clicking, write a browser policy
A practical browser-agent policy for safer access, approvals, prompt-injection controls, audit evidence and rollout across live business systems.
workflow automation
AI automations need a spend dashboard before the first runaway bill
Track AI automation costs by workflow, spot retry loops, and set spending limits. A practical dashboard guide for business owners, operations leads, and agencies.
Before Your MCP Rollout, Audit the API Contract
Planning an MCP rollout? Audit API contracts, permissions, retries and approval flows before agents touch live workflows, with a practical checklist for your team.
ChatGPT Apps with Full MCP Access: Governance Comes First
Full MCP lets ChatGPT apps change live systems. Use this practical governance plan for permissions, tool design, OAuth, pilots, approvals, and rollback.
OpenAI Responses API: Migrating After the Assistants Shutdown
Move legacy OpenAI Assistants workflows to the Responses API with a practical plan for recovering history, choosing conversation state, testing tools, and controlling costs.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).
