Once you run more than a handful of AI agents in production, governance debt explodes. Agents proliferate across teams, reuse the same data products and tools, and nobody knows which agent made which decision. AI-Koutsi provides the operational control plane: registry, roles, tool permissions, guardrails, monitoring, HITL and full audit trail.
Every agent is registered with its role, owner, data products, tool permissions, model tier and EU AI Act risk class. Tool calls and decisions are logged with full lineage. Auditors see the same view as the CDO.
Guardrails attach automatically based on risk tier and industry. Adding a new agent does not require re-deriving policies — the canonical library covers EU AI Act, NIST AI RMF and ISO 42001.
Reasoning, Standard and Light model tiers are matched to task criticality. The platform reports per-agent cost and quality, so the right tier can be chosen deliberately — typical LLM cost savings are 30–50%.