OpenAI Agent Rollouts: Guardrails, Approvals and Audit Trails
Plan an OpenAI agent rollout with practical guardrails, human approvals, saved run state and audit records your operations team can use and maintain.
AI automation
OpenAI Computer Use: What Browser Agents Need Beyond the Demo
Planning an OpenAI browser agent? Learn how to choose the right workflow, manage credentials, set useful approval gates, and recover safely when a run fails.
OpenAI File Search: Make Internal Docs Worth Trusting
Make OpenAI File Search reliable for internal knowledge: organise documents, enforce access, test citations, and manage updates, retention and running costs.
Structured Outputs Make Intake Automation a Schema Design Job
Structured Outputs reduce format failures, but reliable intake automation still depends on schema design, validation, model choice, and controlled handoffs.
Cache, Background, or Batch? How to Route AI Workloads
Choose synchronous requests, background mode or Batch for your AI workloads, with practical guidance on prompt caching, costs, retries and data retention.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).
