Definition
Agentic software control is the emerging security category for inventoring, attributing, and enforcing policy on AI agents, MCP servers, and applications that gain autonomous tool-use — beyond classic endpoint/IAM controls.
Key Points
- 2026-08-04: Enterprise ops unicorn signal via happyrobot; control/governance layer thesis echoed by investors (agentic-enterprise-operations)
- Capability stack: inventory → posture/risk intelligence → action attribution → granular policy → native blocking
- Covers agents, AI-enabled apps, browsers, identities, and traditional software turning agentic
- 2026-07-20: neo-security $100M stealth exit as category signal (neo-security-100m-ai-agent-control)
- Complements lab disclosures like openai sandbox bypass (openai-math-ai-sandbox-bypass)
- Vendor narratives often cite Gartner agentic-app penetration forecasts — attribute claims
Related
- ai-agent-security
- mcp
- sandboxing
- runtime-governance
- agentic-threat-actors
- neo-security
- enterprise-agent-governance