B2B SaaS OPPORTUNITY ANALYSIS

Runtime AI confinement layer enforcing hard-coded, auditable action boundaries for autonomous agents.

Validated on That's Missing platform | Status: Active Opportunity

Market Catalyst & News Trigger

"Anthropic warns of imminent Recursive Self-Improvement capability"

Source: TechCrunch | Published: 11/2/2026

The Workflow Friction

Enterprises face existential risk from unbounded AI autonomy and lack of verifiable action limits.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

Proxy middleware intercepting agent API calls, validating against policy-as-code rules, and blocking non-compliant autonomous actions.

Recommended Developer Tech Stack

  • eBPF
  • Python
  • Kubernetes