AI Agent Governance
Control what your AI agents can do — and prove it.
Bakara is the control plane and evidence layer for AI agents: what they can do, who approved it, how usage is monitored, and what you can show when security, GRC, customers, or auditors ask.
The control plane
One place to approve, enforce, monitor, and prove.
AI agents now act inside your systems — code, tickets, docs, cloud tools, and customer data. Bakara turns their scattered skills, tools, and permissions into approved role-based loadouts you can govern.
Approve
Define which AI skills, tools, MCP servers, prompts, and permissions each role and agent is allowed to use.
Enforce
Restrict, expire, or block risky capabilities before an agent can touch sensitive systems or data.
Monitor
Track usage, detect drift from approved policy, and flag capabilities that need review.
Prove
Export a clear record of approvals, owners, changes, exceptions, usage, and reviews.
Where it fits
One job across many frameworks.
Bakara does not certify compliance. It gives security and GRC teams the control plane and evidence trail for AI-agent skills, tools, permissions, usage, and drift — which different frameworks ask about in different ways.
Category
AI regulations
What Bakara does
Control, monitor, and document what AI agents are allowed to do.
Examples
EU AI Act, ISO/IEC 42001, NIST AI RMF
Category
Cybersecurity regulations
What Bakara does
Extend access control, monitoring, incident response, and third-party risk to AI agents.
Examples
NIS2, DORA, ISO/IEC 27001, NYDFS Part 500
Category
Privacy regulations
What Bakara does
Help prevent AI agents from accessing personal or sensitive data without approval.
Examples
GDPR, HIPAA
Category
Audit and assurance
What Bakara does
Produce evidence for AI-agent permissions, approvals, changes, reviews, and drift.
Examples
SOC 2, internal audit, customer security reviews
Category
Technical AI security
What Bakara does
Reduce agentic risk by controlling tools, skills, prompts, workflows, and permissions.
Examples
OWASP LLM & Agentic AI risks
Governance pages
Start where your buyers and auditors are.
EU AI Act · ISO 42001
EU AI Act & ISO 42001
Govern agent actions, tools, oversight, and logs — and document the evidence behind them.
Learn more →SOC 2
SOC 2 evidence
Produce evidence for AI-agent access, approvals, change, and monitoring controls.
Learn more →DORA · NIS2 · NYDFS
Financial services
Govern AI agents connected to ICT systems, vendors, and operations.
Learn more →Our stand
Bakara does not certify compliance. Bakara gives security and GRC teams the control plane and evidence trail for AI-agent skills, tools, permissions, usage, and drift.
FAQ
Frequently asked questions
Does Bakara make my company compliant with a regulation?
No. Bakara does not certify, verify, or guarantee compliance with any regulation or framework. It helps you control what AI agents can do and produce evidence — approvals, access, changes, usage, and reviews — that supports your own compliance work.
What is an AI agent loadout?
A loadout is the approved set of skills, tools, and permissions an AI agent is allowed to use. Bakara manages loadouts by role and team so capabilities stay within policy.
Which frameworks does this map to?
Bakara's control and evidence model maps to common AI, cybersecurity, privacy, and assurance frameworks — including the EU AI Act, ISO/IEC 42001, NIST AI RMF, SOC 2, ISO/IEC 27001, NIS2, DORA, GDPR, and OWASP's LLM and agentic AI risks.
Does Bakara read employee conversations?
No. Bakara monitors the skills, tools, workflows, and permissions agents use — not raw employee conversation content.
Govern your AI agents — and show your work.
Give teams the AI capabilities they need while keeping control, monitoring, and evidence in one place.
Bakara supports AI governance, security operations, and audit-readiness workflows. Regulatory obligations vary by organization, jurisdiction, use case, and implementation. This material is not legal advice.