Execution Governance for AI Systems

The Control Plane for AI Governance

GovernorAI by SentinelLayer is the control plane for AI governance.

Define policies once. Enforce them everywhere.

Cloud providers secure models. GovernorAI secures autonomous execution.

5
clouds
7+
frameworks
20+
integrations
<10ms
enforcement
GovernorAI Dashboard — Real-time fleet overview with KPI metrics, policy decisions, live event feed, and agent health

Native integrations with 20+ AI and cloud platforms

AWSAWS
AzureAzure
GCPGCP
OpenAIOpenAI
AnthropicAnthropic
LangChainLangChain
CrewAICrewAI
DatabricksDatabricks
KubernetesKubernetes
OPAOPA
SalesforceSalesforce
ServiceNowServiceNow
SlackSlack
AtlassianAtlassian
AWSAWS
AzureAzure
GCPGCP
OpenAIOpenAI
AnthropicAnthropic
LangChainLangChain
CrewAICrewAI
DatabricksDatabricks
KubernetesKubernetes
OPAOPA
SalesforceSalesforce
ServiceNowServiceNow
SlackSlack
AtlassianAtlassian

Built Like Infrastructure

<10ms deterministic policy evaluation · Fail-closed execution gateway · Merkle-sealed audit evidence · No LLM in the enforcement loop · Patent-pending multi-cloud policy translation
The Problem

AI Governance Is Broken Today

Autonomous agents are making decisions, calling tools, and accessing data—without governance in the loop.

Without SentinelLayer

  • Agents act without policy enforcement
  • No visibility into autonomous decisions
  • Compliance is manual, retroactive, unverifiable
  • Kill switches are manual or too slow

With SentinelLayer

  • Every action evaluated against policy in <10ms
  • Full observability across every agent, session, cloud
  • Automated compliance with Merkle-sealed proof
  • Instant kill switches at agent, session, or fleet scope
How It Works

Five Steps to Governed AI

From policy definition to provable compliance—in one control plane.

Define

Write governance policies in YAML or OPA/Rego. Version-controlled, human-readable, deterministic.

Transpile

GovernorAI compiles policies to native provider enforcement—AWS, Azure, GCP, Databricks, Kubernetes, on-prem.

Enforce

Every agent action evaluated in <10ms. Fail-closed by default. No LLM in the governance loop.

Monitor

Fleet-wide observability, anomaly detection, behavioral scoring, and drift alerts—across every cloud.

Prove

Merkle-sealed audit trails, automated evidence collection, one-click compliance exports for SOC 2, GDPR, HIPAA, and the EU AI Act.

The Missing Layer

Where GovernorAI Fits

GovernorAI introduces the missing layer in the AI infrastructure stack: execution governance.

AI Applications
Autonomous systems · Internal tools · Customer-facing agents
Agent Frameworks
LangChain · CrewAI · LlamaIndex · LangGraph · Custom Agents
Model APIs
OpenAI · Anthropic · Bedrock · Azure OpenAI · Vertex AI
Execution Governance
GovernorAI Control Plane
Policy Enforcement Runtime Governance Audit Evidence
Infrastructure
AWS · Azure · GCP · Kubernetes · On-Prem
The Difference

Beyond Content Filtering

Cloud guardrails filter what AI says. GovernorAI governs what AI does.

Cloud Guardrails

Content Filtering

  • Prompt injection filters
  • Topic blocklists
  • Output moderation
  • Single-cloud scope

Necessary. Insufficient.

GovernorAI

Action Governance

  • Multi-cloud policy enforcement
  • Behavioral intelligence & drift detection
  • Automated compliance & Merkle audit trail
  • Cross-cloud, cross-framework scope

This is GovernorAI.

Cloud providers secure models. GovernorAI secures autonomous behavior.

Multi-Cloud

Write Once. Enforce Everywhere.

Author one governance policy. GovernorAI transpiles it into native enforcement artifacts for every cloud.

GovernorAI compiles a single policy into native enforcement across every cloud.

Policy Transpilation Engine — Rego source policy compiled to AWS Bedrock Guardrail JSON with cloud target tabs for AWS, Azure, and GCP

Define policies once in Rego. GovernorAI compiles them into native enforcement across AWS, Azure, and GCP.

☁️

AWS Bedrock

Guardrail JSON

☁️

Azure AI

Content Safety API

☁️

GCP Vertex

Safety Settings

☁️

Databricks

Unity Catalog Policies

Kubernetes

OPA/Gatekeeper

⚙️

On-Prem

Docker / Bare Metal

Semantic Inversion

Automatically converts deny-first policies to allow-first semantics when the target cloud requires it.

Divergence Tracking

Know exactly what mapped, what didn't, and why—for every target cloud.

Continuous Reconciliation

Detect drift, auto-remediate, or trigger circuit breaker if reconciliation fails.

Circuit Breaker

If a cloud target drifts beyond threshold, GovernorAI halts execution automatically.

Integrations

Framework-Native Governance

Governance embeds at the framework level. Not bolted on after.

LangChain

Callback handler

LangGraph

Node interceptor

CrewAI

Tool wrapper

LlamaIndex

Query engine hook

AutoGPT

Plugin interface

Bedrock Agents

Action group filter

Azure AI Agents

Middleware hook

GCP ADK

Before-tool callback

Compliance

Compliance That Proves Itself

Automated control validation, evidence collection, and Merkle-sealed audit trails.

Supported Frameworks

  • SOC 2 Type II
  • GDPR-Aligned Controls
  • HIPAA-Aligned Controls
  • EU AI Act

Automated Capabilities

  • Continuous control validation
  • Automatic evidence collection
  • Merkle-sealed audit trail
  • One-click audit exports (PDF, CSV, JSON)

Four Pillars of AI Governance

Everything you need to govern autonomous AI in production.

Universal Enforcement

Single enforcement point for every agent action across every cloud. Fail-closed by default. <10ms p99. Stateless, horizontally scalable.

Behavioral Intelligence

Pattern detection, anomaly scoring, drift monitoring, and rogue agent detection. Know what your agents are doing before it becomes a problem.

Continuous Remediation

Auto-remediate policy drift, reconcile cloud-native guardrails, circuit breaker on threshold violations. Recovery is automatic, not manual.

Provable Compliance

Merkle-sealed audit trail, automated evidence collection, live compliance scorecards. Compliance isn't a checkbox—it's a continuous proof.

Designed For

Purpose-built for the teams governing AI at scale.

CISOs & Security Leadership

Enterprise-wide AI governance with kill switches, audit trails, and deterministic policy enforcement. Control the blast radius before it exists.

Platform Engineering

Deploy agentic workflows with governance built into the infrastructure layer. One SDK, every framework, every cloud.

ML / AI Engineering

Framework-native governance that doesn't slow down development. Decorators, callbacks, and hooks—not external proxies.

GRC & Compliance

Automated compliance mapping, continuous control validation, and one-click audit exports across SOC 2, GDPR, HIPAA, and the EU AI Act.

SRE & Operations

Fleet-scale observability, circuit breakers, auto-remediation, and real-time dashboards for AI agent operations.

Principles

Infrastructure Principles

The invariants that govern how GovernorAI is built.

Deterministic Enforcement

Policy decisions are computed without LLM inference in the control path. Deterministic inputs produce deterministic outcomes. Every time.

Fail-Closed Execution

If governance cannot be verified, the system blocks execution by default. No implicit trust. No fallback to allow.

Cloud-Agnostic Policy

Policies are defined once and compiled into provider-specific enforcement. No rewriting rules per cloud.

Verifiable Audit Evidence

Every decision produces cryptographically sealed, tamper-evident records suitable for compliance and forensic analysis.

Architecture

GovernorAI sits in the execution path—not around it.

Least Trusted
Most Trusted
Untrusted

AI Agent

LangChain · CrewAI · LlamaIndex · Bedrock Agents · Azure AI · GCP ADK · AutoGPT

tool call intercepted
Your Environment · VPC / On-Prem

Execution Gateway

Stateless enforcement proxy deployed in your infrastructure. No data leaves your environment.

<10ms p99 Fail-Closed OPA/Rego Kill Switch No LLM
encrypted · mTLS
SaaS · Self-Hosted · Air-Gapped

GovernorAI Control Plane

Centralized governance services. Policy management, compliance automation, audit trail, and fleet orchestration.

Policy Store
Versioned · Git-sync
Event Ingest
Merkle-sealed
Compliance
SOC 2 · GDPR · HIPAA
Approvals
Human-in-the-loop
Dashboards
Fleet observability
Audit Trail
Immutable · Exportable

Patent-pending architecture for multi-cloud policy translation, deterministic enforcement, and tamper-evident audit evidence.

GovernorAI is designed to deploy on modern cloud infrastructure using containerized control-plane services, managed databases, secure networking, and high-throughput telemetry pipelines, with GPU-accelerated analytics as governance workloads scale.

Now Onboarding

Shape the Future of AI Governance

Join our design partner program and get early access to the AI governance control plane.

Early Access

Get access to GovernorAI features before general availability. Deploy governance in your environment first.

Roadmap Influence

Direct input into product roadmap. Your use cases and requirements shape what we build next.

Preferred Pricing

Lock in preferred pricing as a design partner. Pricing scales with your governance volume as you grow.

AI systems fail because execution isn't governed.

GovernorAI gives you one control plane, one policy, and complete governance across every cloud, framework, and compliance standard.