When AI Agents Fail, Catching That Failure Is the Next B2B SaaS

The Problem

8B-parameter LLM agents score 53% accuracy on standard benchmarks, yet enterprises have no standard tooling to validate AI agent reliability before production deployment.

Why Now

Forge demonstrated a 53%→99% accuracy lift using guardrails, but no B2B product has turned this into a deployable service.

Recommended Talent

ML engineers who understand both LLM fine-tuning and production ML systems end-to-end