Agents produce finished reports - add provenance, uncertainty and audit trails

Agents produce finished reports - add provenance, uncertainty and audit trails targets a $6.0B = 200k companies (100+ employees globally) x $30K ACV per company. Rationale: enterprise security/compliance and developer tooling typically price in the tens of thousands per year when integrated across orgs that run recurring AI-driven reports and audits. total addressable market with medium saturation and a year-over-year growth rate of 35%+ for AI governance and model ops tooling in enterprise software markets, driven by increased AI adoption and compliance needs.

Key trends driving demand: Agentification of workflows -- Teams run recurrent automated reports, runbooks, and postmortems via LLM agents, increasing frequency of potentially high-impact outputs.; Enterprise AI governance demand -- Compliance, audit, and risk teams require traceability and provenance for model-driven decisions.; Tooling standardization around function-calling -- Major model APIs and frameworks now support structured tool calls, enabling programmatic instrumentation..