The AI Operating System
for the Enterprise
See every AI agent. Govern every action. Run your AI workforce. Learn from everything. One platform that turns AI chaos into enterprise intelligence.
Four phases. One continuous loop.
SAGN runs a continuous loop across your enterprise AI landscape. Each phase feeds the next. The system compounds intelligence.
Discover everything
Automatically discover every AI agent, every data flow, every shadow tool across your enterprise. Build a living knowledge graph from what actually exists — not what the spreadsheet says.
Control without blocking
Apply unified policy across every discovered agent — first-party and third-party alike. GRC, DLP, privacy, behavioral governance, and trust tiers. Promote agents that prove reliable. Silence agents when they have nothing valuable to say.
Deploy your AI workforce
Deploy domain-specific agents for sales, finance, HR, engineering, and operations. Every agent is governed from birth, operates on the knowledge graph, and executes through bidirectional integrations with your existing systems.
The system gets smarter
Every agent interaction enriches the knowledge graph. Governance data feeds better policy templates. Agent overlap gets detected and consolidated. The flywheel spins — your enterprise AI gets more intelligent every day.
One graph to connect everything
Every entity, every relationship, every data flow across your enterprise — mapped, indexed, and searchable. Not a separate service. It's the database itself, designed as a graph.
Connect everything. Read and write.
SAGN doesn't just observe. It acts through the same integrations it discovers through. Bidirectional connectors mean your AI workforce operates inside your existing systems.
@sagn/governance-core
Framework-agnostic governance primitives. Install from npm. Zero vendor lock-in. Start governing your AI agents in under 5 minutes.
Registry
Discover and catalog every AI agent in your stack
Gates
Pre- and post-execution quality gates with scoring
Trust
Four-tier trust system: intern → junior → senior → principal
Policy
Rule engine for GRC, DLP, privacy, and behavioral governance
Observability
Event bus, audit trail, and real-time monitoring
Silence
Output governance — the #1 differentiator. Agents stay quiet when they should.
MCP Proxy
Model Context Protocol gateway with governance injection
Shadow Detector
Detect unauthorized AI usage across your enterprise
The enterprise command center
Premium, spatial, data-dense. Not a dashboard — a command center. Glass morphism. Real-time data. Keyboard-first. Built for the people who run AI at scale.
Command Center
Single pane of glass. Agents discovered, gate pass rates, active workflows, knowledge graph growth — all live, all real-time.
Trust Tier Kanban
Drag agents across trust levels. Intern → Junior → Senior → Principal. Every promotion is audited. Every demotion is justified.
Live Gate Monitor
Five gauges showing real-time gate performance. PII detection, bias scoring, hallucination checks, policy compliance, output quality.
Knowledge Graph Explorer
Visual, interactive exploration of every entity and relationship in your enterprise. Search semantically. Trace lineage. See everything.
Built on the frameworks that matter
SAGN isn't a point solution. It implements the governance frameworks that regulators, auditors, and CISOs already require.
NIST AI RMF
SAGN's four phases directly implement the NIST AI Risk Management Framework. See = MAP. Govern = MANAGE + GOVERN. Run = controlled deployment. Learn = MEASURE.
EU AI Act
Trust tiers map to EU AI Act risk categories. Gate enforcement provides the human oversight and transparency requirements.
SOC 2 / ISO 27001
Immutable audit trail, policy-based access control, real-time observability — the three pillars of compliance certification.
Gartner TRiSM
SAGN is a TRiSM implementation — trust scoring, risk-based gating, security governance, and AI model management in one platform.
Built by someone who's seen the problem
SAGN comes from the intersection of enterprise data governance, large-scale workforce operations, and healthcare AI — three domains where ungoverned AI fails catastrophically.
BigID
Enterprise data intelligence and privacy. Where the thesis for AI governance was born — see what data exists, protect it, govern it.
Allegis Group
World's largest privately held staffing firm. Understanding workforce operations at scale — the exact domain SAGN's Run phase addresses.
UPMC
Leading academic medical center. Where AI governance stakes are highest — patient data, clinical decisions, regulatory compliance.
This is what governance for the AI era looks like.
Start with the open-source engine. Scale to the enterprise platform. The system compounds intelligence.