How-To posts
Insights, guides, and updates on AI testing, compliance, and best practices

How-To
From Workshop Transcript to AI Opportunity Map
Turn a client workshop transcript into a defensible AI opportunity map — use cases, the roles that own them, data needs with update cadence, and an honest EASA compliance read — grounded in the Airside Labs aviation-tools MCP server. With the real tool calls and responses.

How-To
Give Your Ops AI Agent Aviation Lookups It Won't Hallucinate
Add authoritative aviation identity and reference lookups to your existing ops AI agent via MCP — airports, airlines, aircraft, registrations and flight identifiers resolved with temporal validity, provenance, and the good sense to decline rather than guess. With the real tool calls.
