Martin Kuvandzhiev

AI Automations & Governance

Automations are easy to demo and hard to trust. A field report on shipping AI agents and automations into enterprise and public-sector workflows — and the governance that decides whether they earn a place there: guardrails, audit trails, human-in-the-loop and clear ownership when a model acts on its own.

Where automation compounds value, where it quietly fails, and the controls you need in place before you scale — not after the incident.