Miggo Security is significantly expanding its Runtime Defense Platform at RSA Conference 2026, adding an AI Bill of Materials, runtime guardrails, and Agentic Detection and Response capabilities. The release is aimed at organizations running AI agents, Model Context Protocol toolchains, and shadow AI in production environments where existing security controls fall short.

The problem Miggo is addressing is straightforward: AI components and agents don’t behave the way traditional software does. They dynamically select models, invoke tools, and access data at runtime, making static analysis and pre-deployment scanning insufficient. The attack surface lives in production, not in the codebase.

Miggo’s platform uses its patented DeepTracing technology to establish a continuous, evidence-based picture of what AI agents exist, how they behave, what they can access, and how that behavior changes over time. The expansion builds on Miggo’s earlier research into indirect prompt injection in Google Gemini integrations, where a weaponized calendar invite was shown to influence downstream AI behavior through trusted context.

“AI risk materializes at runtime,” said Daniel Shechter, CEO of Miggo Security. “For teams using popular agent frameworks, like LangChain, and MCP-connected toolchains, this architecture makes runtime execution the primary attack surface. I’m proud of the technology we’ve built at Miggo, which has always been centered around deep context, and by extending our patented DeepTracing capabilities, we’re now bringing robust AI and agentic defense directly into modern environments.”

Key additions in the expanded platform include AI-BOM Discovery for mapping AI components across applications and MCP toolchains, Behavioral Drift Detection to baseline and track changes in agent behavior, and MCP-Aware Monitoring to flag abnormal tool access and risky chaining patterns. The platform also adds execution-level detection that traces tool calls, model loading, file access, and network behavior to identify agent-driven compromise paths.

Rounding out the release: an extended WAF Copilot for AI-driven vulnerabilities, risk scoring with end-to-end attack stories, and compliance support for internal AI policies and the EU AI Act.

Miggo Security, which holds a Gartner Cool Vendor 2025 designation for AI Security and a Frost and Sullivan Product Innovation Award for 2025, is demonstrating the expanded platform at RSA Conference 2026 in San Francisco.