🕵️
Shadow Agents
AI agents operating without registration, ownership assignment, or formal security review — invisible to IT, security, and compliance teams. No one knows they exist until something breaks.
Enterprise AI Agent Governance Platform
Govern AI Agents Before Risk Becomes Reality
Bairav gives enterprises the visibility, policy control, and audit infrastructure to deploy AI agents with confidence — without slowing them down.
Unknown Agents
Unregistered
→
Unchecked Actions
No approval
→
Compliance Exposure
Late discovery
→
Board-Level Risk
Reputational damage
The Governance Gap
AI Agents Are Everywhere. Visibility Is Not.
Enterprises are deploying AI agents into real workflows, but visibility, ownership, approvals, and audit trails remain critically fragmented.
Control starts with visibility
⚠️
Uncontrolled Actions
Agents accessing systems, sensitive data, and third-party tools without approval paths, policy checks, or rate limits — creating data leakage, privilege escalation, and regulatory exposure at machine speed.
👤
Missing Accountability
No designated owner when an agent makes a wrong decision, violates policy, or triggers a compliance incident. Responsibility gaps leave organisations exposed during audits and regulatory investigations.
🔍
Audit Blind Spots
Evidence of agent actions scattered across disconnected tools, logs, and manual records — impossible to reconstruct a coherent timeline when regulators, auditors, or incident responders need it most.
How It Works
From Shadow AI to Governed Operations
A live governance layer across enterprise AI agents — mapping ownership, access, policies, approvals, monitoring, and audit evidence in one unified control system.
Discover → Register → Govern → Audit
01 — Discover
Surface Every Agent
Automatically identify agents across cloud services, SaaS platforms, endpoints, and internal workflows — including those deployed without formal IT approval.
02 — Register
Establish Ownership
Capture owner, purpose, data access scope, risk tier, and full business context. Every agent gets an official identity in your governance inventory.
03 — Risk Score
Quantify Exposure
Evaluate agent behaviour, system access levels, autonomy, and policy exposure. Dynamic risk scoring adapts as agents evolve and access patterns change.
04 — Govern
Apply Policy Controls
Enforce granular policies and route sensitive or high-risk agent actions through human approval workflows before execution — at enterprise scale.
05 — Monitor
Continuous Oversight
Track real-time agent activity, health signals, policy exceptions, and compliance posture across your entire AI agent fleet from one command center.
06 — Audit
Immutable Evidence
Preserve every action, approval, exception, and policy decision in a tamper-resistant audit ledger. Regulators and auditors get the complete record instantly.
Core Capabilities
Everything Needed to Govern AI Agents in One Control Layer
Five integrated capabilities that close the gaps between agent deployment and enterprise accountability.
Unified governance operating layer
Agent Registry
✓ Eliminates shadow AI
A living system of record for every AI agent: owner, purpose, access permissions, risk tier, and governance status — maintained automatically and always up to date.
Risk & Policy Engine
✓ Prevents incidents
Continuously checks agent activity against enterprise policies, regulatory thresholds, and compliance expectations. Flags violations before they escalate.
Human-in-the-Loop Governance
✓ Human accountability preserved
Routes sensitive or high-risk agent actions to the appropriate human reviewer before execution — configurable by risk tier, agent type, and action category.
Audit Ledger
✓ Faster, defensible audits
Captures every action, decision, approval, exception, and policy outcome in one structured, tamper-resistant record. Audit-ready from day one.
Governance Command Center
✓ AI oversight becomes operational
Gives leaders a live dashboard of agent health, risk posture, ownership distribution, and policy compliance status across the entire enterprise AI fleet.
Business Outcomes
From Shadow AI to Trusted AI Operations
Before and after control maturity
✗ Before Bairav
✗Unknown agents operating across teams with no visibility
✗Manual, ad-hoc governance reviews that miss most risk
✗Audit evidence scattered across disconnected systems
✗Compliance issues discovered late — after incidents
✗No clear owner when agents cause harm or violate policy
✓ After Bairav
✓Complete, governed inventory of every AI agent deployed
✓Risk-based approval workflows that scale automatically
✓Central audit-ready evidence maintained continuously
✓Continuous compliance visibility — no more late discovery
✓Clear, assigned owner for every agent in the enterprise
100%
Agent Visibility
3×
Faster Audit Readiness
0
Unowned Agents
Real-time
Compliance Posture
What Leaders Gain
Governance That Works at Enterprise Scale
Operational confidence for the enterprise
Reduce AI Governance Risk
Identify and neutralise risky agents before incidents occur. Continuous monitoring flags anomalies the moment they emerge.
Risk Controlled →Accelerate Agent Reviews
Standardise onboarding, risk scoring, and approval workflows. What took weeks now takes hours — without sacrificing rigour.
Faster Approvals →Improve Audit Readiness
Maintain evidence continuously — not reconstructed under pressure. Walk into any regulatory review with a complete, structured record.
Always Ready →Build Leadership Confidence
Give CISOs, CROs, and boards live visibility into how AI agents are governed, owned, and controlled across the entire enterprise.
Full Visibility →Regulatory Alignment
Built for Every Major AI Governance Framework
Bairav maps directly to the controls and evidence requirements of the frameworks your regulators and auditors expect.
Evidence aligned to regulator expectations
EU AI Act
NIST AI RMF
ISO 42001
SOC 2
GDPR
DORA
NIS2
Get Started
Govern Your AI Agents Before Risk Becomes Reality
Book a 30-minute AI Agent Governance Readiness Review. We'll show you where agents exist in your organisation, where risk is building, and how Bairav can establish control — fast.
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