Prevent LLM agents from taking unsafe tool actions with an external authorization boundary

Prevent LLM agents from taking unsafe tool actions with an external authorization boundary targets a $6.0B = 120,000 enterprises × $50K ACV (enterprise-grade agent security & compliance add-on) total addressable market with medium saturation and a year-over-year growth rate of 25% — estimated AI security and model governance market CAGR 2024-2028 (Source: industry analyst reports and vendor growth indicators).

Key trends driving demand: Agent adoption — more teams are deploying autonomous agents to automate operations and developer workflows, increasing demand for hard safety controls.; Regulatory focus — governments and regulators are signaling requirements for auditable controls around automated decision systems, which raises enterprise purchase urgency.; Shift from in-context to out-of-band controls — enterprises want enforcement outside the model prompt to avoid brittle, probabilistic safety mechanisms.; Composability of tooling — modern serverless sandboxes, webhooks, and function-call APIs make it practical to insert an external authorization proxy into agent pipelines..