Market Opportunity
Prove AI agents’ actions with screenshots to eliminate hallucinations targets a $4.2B = 210,000 companies × $20K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY (estimate based on AI developer tools, MLOps and AI observability market growth reported in industry analyses, 2023-2025).
Key trends driving demand: Agent adoption — More engineering teams are deploying autonomous agents for business tasks, which increases demand for tools that verify and audit agent behavior.; AI observability growth — Organizations are investing in model and pipeline observability, creating a need for specialized evidence capture tied to actions.; Regulatory pressure — Emerging regulation and internal compliance policies are pushing enterprises to require verifiable audit trails for automated decision-making.; Developer-first security — Developers prefer SDKs and integrations that slot into existing stacks (Playwright, LangChain), enabling rapid adoption..
Key competitors include LangChain, Guardrails.ai, LangSmith.
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