Your AI agents are taking actions.
Do you know which ones are authorized?
LangGuard's AI Control Plane maps and classifies the complete action surface of every AI agent in your business workflows, detects Segregation of Duties (SoD) violations in real time, and enforces human authority when a high-risk action is attempted. Built for AI builders, internal controls, IT and security deploying agents in production.
LangGuard is aligned with
Why it matters now
Agents ignore your enterprise controls.
IT service management, SOX controls, and SoD frameworks were all built for humans making decisions. AI agents are taking actions — calling APIs, writing to databases, triggering approvals — and your existing governance infrastructure was not designed to see them, let alone stop them.
Your Accounts Payable agent just approved its own invoice.
No SoD rule stopped it. No human reviewed it. The auditor finds it three months later. The question they ask: "Who authorized that action?" Nobody has an answer.
Your Coding agent deleted a production database despite instructions not to.
AI autonomy unchecked for excessive agency. Not a "rogue" action — just acted on incorrect assumptions. The question they ask: "What excessive actions is the agent capable of taking?" Nobody has an answer.
Your multi-agent workflow needs human authority for legal and regulatory requirements. IT and security can't tell which actions were authorized.
ITSM logs show "workflow completed." IAM logs show "user accessed system." Neither records which agent took which action, in which order, against which policy, with whose authority. Audit committees are beginning to ask. Nobody has a ready answer.
What LangGuard provides
Two capabilities no existing tool provides.
Design Time
Action Surface Validation
Before you can govern what your agents do, you need to know what they're capable of doing. LangGuard SCOPE-MCP maps and classifies the complete action surface of the multi-agent workflow — every tool connected, every operation exposed, every system of record reachable. Pre-classified against SoD rules for a given tool, and regulatory requirements including SOX, GDPR, and ISO 42001. Know your exposure before it becomes your incident.
Run-Time
Action Authorization Enforcement
Visibility alone is not governance. LangGuard Arbiter evaluates every agent action before it executes. Safe actions clear automatically with no latency overhead. Actions that cross a SoD boundary, exceed an authorization threshold, or trigger a compliance rule are routed to named human approvers automatically before they complete — not flagged or ticketed after the fact. The action authorization is the governance. The audit trail is automatic.
Built for the teams it impacts most
Governance that works for every stakeholder.
Line of Business / AI Builders
Understand exactly what your agents are capable of doing, before it does it. LangGuard SCOPE-MCP classifies and maps the action surface for your agents, proactively prevents excessive agency in run-time, and delivers access reviews for IT, security, and compliance requirements.
Internal Audit / Chief Risk Officer
When your auditor asks what authorized the agent to take that action, LangGuard gives you the answer. An immutable, replay-ready chain of custody for every agent action, every policy check, every human approval. Audit-ready without manual reconstruction. Quarterly Audit Committee reports generated automatically.
IT & Operations Teams
Move from reactive troubleshooting to proactive AI controls. LangGuard gives IT the authoritative registry of every AI agent in production — who owns it, what tools it's connected to, what it's done. When an incident occurs, the full action trace is already there. No reconstruction. No guesswork.
Security Risk & Compliance
Don't just alert-fix. Orchestrate incident response and remediation actions using your security platforms. Complete audit trail with policy-check records for every agent action across your entire production environment.
Solution Features
Everything you need to accelerate AI agents into production, confidently.
Live AI Agents and Tools Registry
Automatically discover and catalog all AI agents and tools in your environment. Build a dynamic knowledge graph integrated with your CMDB.
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Real-time discovery using systems of record, network traffic, and telemetry monitoring
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CMDB Integration
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Dependency Mapping
Run-Time AI Agent Monitoring
Gain deep visibility into agent behavior with comprehensive tracing. Detect policy violations and anomalies as they happen.
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Deep Tracing
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Anomaly Detection
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Performance Metrics
Policies and Actions
Go beyond observation. Define policies and automate remediation actions to maintain security and compliance standards.
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Automated Remediation
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ROI Tracking
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Custom Policies
Find out what your agents can do —
before your auditor does.
LangGuard maps your complete agent action surface in minutes. Free for the first five managed agents. All Scopes — Finance, IT, Procurement, HR — included from day one. No policy writing required.
No credit card required · First 5 agents free · All LOB Scopes included · Enterprise ready