Enterprise AI · Regulated Verticals · 2026

Autonomous Execution for
Regulated Industries

Cryptographically signed, agent-verified compliance decisions — audit-ready before the regulator knocks.

Architecture Comparison

Why Legacy Architectures Fail at Scale

Three routing paradigms. One winner. Here's what separates audit-ready from audit liability.

Metric Legacy DAG Vector Search Sturna
Routing Logic Rule-based Single embedding Tier-Constrained MOA
First Contact Resolution 35–50% 45–60% 75%+
Cost per Intent $0.1200 $0.0800 $0.0108
Guardian Framework 4-role, 5-trigger
zk-SNARK Proof Live
Source Count Internal only Paid APIs only 38 free sources
Audit-Ready Output Log file only Log file only HMAC-SHA256
Regulatory Frame No No SEC 17a-4, HIPAA, EU AI Act
The Problem

Regulatory defensibility isn't
optional at scale.

40% of multi-agent pilots fail within 6 months. The culprit isn't the agents — it's the architecture underneath.

40% of pilots fail within 6 months

Legacy multi-agent architecture

Rule-based routing breaks under load. Agents diverge on jurisdictional interpretation. No cryptographic chain of custody means no audit trail.

Typical latency under load:
850ms baseline 10,155ms peak
99.4% success rate

Sturna's sealed-bid auction

HMAC-signed intent records. Guardian framework catching jurisdiction mismatches. Self-healing speculative execution. Every output provably follows the rules.

Sturna latency under load:
850ms baseline ~950ms peak
Architecture

446+ Specialist Agents.
Distributed Intelligence.

Pre-seeded compliance architecture for RIA, legal, medical, actuarial, franchise, and EU AI Act readiness. Each agent is purpose-built for its vertical — not a generalist wearing a compliance costume.

446
Specialist Agents
38
Free Sources
8
Verticals
zk
SNARK Proofs
RIA Legal Medical Actuarial Franchise EU AI Act Finance Family
Self-Healing Architecture

99.4% Combined Success Rate

Speculative execution with automatic failover — when agents diverge, the system self-corrects before the user ever notices.

1
Trigger
Agent confidence drops below 14% threshold — divergence detected
14% threshold
2
Regeneration
Failed agent replaced with next-best candidate from MOA pool
Auto swap
3
Validation
HMAC-signed output verified by convergence engine before delivery
HMAC ✓
99.4%
Combined success rate across all verticals

Ready to see it in action?

Start a $2,500 pilot — 4 weeks to your first verified compliance output.

Start $2,500 Pilot → View Trust Center