Judgment Labs
Continuous improvement layer for AI agents
About
Founded in 2025, Judgment Labs is a San Francisco-based infrastructure startup focused on helping AI-native teams turn production data into continuously improving AI agents. Their platform provides agent behavior monitoring and feedback mechanisms that enable AI systems to refine themselves over time. The company’s product supports enterprise AI teams by offering tooling that ingests production data and drives iterative improvements to deployed AI agents, enhancing performance and reliability. Judgment Labs operates on a SaaS model targeting AI-driven technology companies that require better agent monitoring and continuous reinforcement.
Products
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Judgment APP
— Automates detection and triage of agent misbehavior, surfacing key incidents and patterns from production data.
Customer sectors: customer support, enterprise operations, quality assurance
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Refund Approval Guard
— Verifies agents escalate refund requests to supervisors before approval to enforce refund policies.
Customer sectors: customer support, retail banks, ecommerce
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Judgment MCP
— Enables searching, investigation, and action on agent behaviors directly from popular AI and MCP clients.
Customer sectors: customer support, data science, devops engineers
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Agent Search
— Allows advanced searching of agent behavior trajectories beyond keyword and filter searches.
Customer sectors: customer support, quality assurance, analytics teams
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Agent Judge
— Creates accurate and cost-effective trajectory-level evaluations of agent behaviors.
Customer sectors: customer support, machine learning, quality assurance
Market research & competitive positioning
Source-backed TAM / SAM / SOM sizing, displacement analysis, and an interactive peer positioning map for Judgment Labs — available to members.
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