Resources
Reference material for teams governing AI
Posts, evidence guides, and open-source reference architecture - the working material behind Sovara Browser and Sovara Gateway.
Writing
Posts
Engineering notes on Model Context Protocol, AI governance, and Azure integration - written by the engineer who builds the products.
Posts →Evidence guideQuestions your auditor will ask
The questions operational resilience reviewers, examiners, and internal audit ask about AI agents - and the evidence that answers them.
Questions your auditor will ask →Open sourceAPIM reference architecture
Production-ready Terraform modules to deploy Entra ID governed Model Context Protocol servers behind Azure API Management.
APIM reference architecture →Due diligenceSecurity
Data residency, audit logging, redaction, authentication, supply chain, and vulnerability disclosure - written for the security team.
Security →