AI governance for when the stakes aren't theoretical

Your agent is capable. It's confident. It just doesn't know your rules.

And when it makes a decision you can't explain, you're the one liable.

AI knows what HIPAA is. It doesn't know what HIPAA means for you.

Every agent improvises slightly differently. That's not governance.

When regulators ask what your AI knew at time of decision, you need an answer. August 2, 2026 is when they start asking.

Your governance. Their guardrails.

SCP streams your governance context—your policies, your boundaries, your compliance requirements—directly to your AI agents at runtime. They operate inside your rules, not their training data.

What changes

Without SCP	With SCP
Agent improvises based on training	Agent follows your policies
No proof of what it knew	Full audit trail, every request
Behavior drifts between agents	Consistent governance, every agent
Update the agent to change behavior	Update context, agent adjusts instantly

Regulatory deadline

EU AI Act enforcement begins August 2, 2026

Healthcare AI systems are classified as high-risk. Full compliance is required in 144 days. The clock is running.

The regulation requires automatic logging, documented risk management, and technical documentation — for every AI system that touches patient data or clinical decisions.

Automatic logging (Art. 12) SCP logs every agent decision with full context trail — what the agent knew, when, under which policy.

Technical documentation (Art. 11) SCS bundles are your documentation — structured, versioned, auditable before deployment.

Human oversight (Art. 14) Governance lives in the control plane. Humans define the rules; agents follow them.

HIPAA audit controls (§164.312(b)) Every context request logged with agent identity, role, intent, and policies delivered.

Your industry. Your rules.

Healthcare

Prior authorization. Clinical documentation. PHI access governance. SCP delivers your policies to your agents at runtime — with a full audit trail for every decision. EU AI Act and HIPAA compliant by design.

Finance

Your risk tolerance. Your lending criteria. Your fraud escalation rules. Not textbook compliance.

Legal

Your privilege protocols. Your conflict checks. Your document retention policy. Not general best practices.

Under the hood

For teams that need to validate the architecture:

Supervisory control plane — Centralized governance for all your agents, one place to manage
Versioned bundles — Immutable governance artifacts, semantically versioned
Graph-based selection — Agents get relevant context, not everything
Real-time streaming — Update governance, agents adjust immediately
Complete audit trail — What agent, what context, what decision, when

Your agents become thin clients. Governance lives in the control plane.