Agentic AI Risk Management for Enterprises
Gain full visibility, real-time threat detection, and compliance across every AI agent, MCP connection, and tool call in Microsoft Copilot, Salesforce Agentforce, Claude Agent SDK, and custom cloud applications.
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Why Agentic AI Risk Management Matters to Enterprises
Agents Expand the Attack Surface
AI agents chain tools, call APIs, and take autonomous actions across enterprise systems. Every new agent and MCP connection adds another entry point that security teams need to discover, assess, score, and govern.
Agent Goal Hijacking and Memory Poisoning
Agents ingest untrusted context from documents, MCP servers and more. Attackers exploit this through the highest-impact agentic threats: Agent Goal Hijack, Tool Misuse, Identity and Privilege Abuse, Memory Poisoning, and Cascading Failures.
Compliance Pressure Is Rising
The EU AI Act, NIST AI RMF, and ISO 42001 require documented controls over agentic systems. Enterprises need runtime enforcement and audit trails tied to every agent action.
The Lasso AI Security Platform
Built from the ground up in the AI era, Lasso's AI Security Platform empowers Financial Services organizations to unlock the full potential of LLMs and AI agents safely, responsibly, and confidently.
Secure agentic AI end-to-end with real-time, intent-aware protection
Agent Discovery with Risk Scoring
Discover every AI agent across your enterprise and assess the MCP servers and tools each agent connects to. Get a risk score for each agent based on permissions, actions, tool descriptions, and more. If an agent triggers a high risk score, manage or block it instantly.
Real-Time Threat Detection
Monitor every agent action and MCP tool call in real-time to identify indirect prompt injection, memory poisoning, data exfiltration, tool poisoning, malicious responses, and other AI threats or attack techniques.
Intent-Aware Policy Enforcement
Deploy intent-aware policies in minutes to enforce role-based permissions and strict Data Loss Prevention. Lasso applies runtime enforcement to identify intent misalignment with the organization's policies.
Compliance and Audit Readiness
Map every agent interaction to NIST AI RMF, OWASP Top 10 for LLMs and Agentic AI, EU AI Act, ISO 42001, and SOC 2. Produce audit-ready evidence for regulators and internal reviews.
Core Components of Agentic AI Security
Agent and MCP Inventory
Inventory every AI agent and MCP server connected across your organization. Catalog agents built on Claude Agent SDK, Microsoft Copilot, Salesforce Agentforce, AWS Bedrock Agents, and custom cloud applications in one place.
Intent Deputy Engine
Analyze the reasoning behind every prompt and tool call, not just keywords. Decode 3,000+ obfuscation techniques with 99.83% detection accuracy and under 50ms latency.
MCP Gateway
Secure every MCP connection with Lasso's open-source MCP Gateway. Inspect tool descriptions, responses, and parameters to stop tool poisoning and hidden instructions before they reach the agent.
Runtime Policy Engine
Enforce role-based permissions, data classifications, and usage policies across every agent. Manage or block actions that show intent misalignment with the organization's policies.
Compliance Mapping
Continuous mapping to NIST AI RMF, OWASP Top 10 for Agentic Applications, EU AI Act, ISO 42001, GDPR, HIPAA, and SOC 2. Exportable evidence for auditors and boards.
FAQs
What is agentic AI risk management?
What are the top risks of agentic AI?
How is agentic AI different from generative AI?
Which compliance frameworks apply to AI agents?
How does MCP security fit into agentic AI risk management?
Can traditional DLP tools manage agentic AI risk?
How does Lasso approach agentic AI risk management?
Does Lasso offer open-source tooling for MCP?
How do I start managing agentic AI risk with Lasso?
Keep up with Lasso
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OWASP GenAI Security Project Release of Top 10 for Agentic Applications 2026
Lasso Releases First Open Source Security Gateway for MCP
