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Lemma
Production monitoring for AI agents.
What is Lemma?
Production monitoring for AI agents. Audits every trace against agent instructions, groups recurring failures into issues, sends Slack alerts, provides an MCP integration for coding agents, and creates online evals to catch regressions after fixes.
Product typeAI Evaluation & Observability
Pricing ·
Deployment
APINot available
What teams use Lemma for
Production monitoring for AI agents
Silent failure detection across agent traces
Agent failure pattern grouping and alerting
Online regression evaluation after fixes
Integrations and access
Platforms, integrations, and language support vary by plan and region. Confirm final requirements with the vendor.
Platforms
IntegrationsAPI and webhooks
Languages
Support
What reviewers say
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Enterprise readiness
Compliance claims are normalized from current vendor documentation and independently reviewed by SOTA2.
SOC 2 Type II
Data encrypted at rest
Data encrypted on end-user devices
Data encrypted in transit
Data isolation per organization
Disaster recovery and business continuity policy
Incident response policy
Vulnerability management policy
Email security (DMARC)
Data retention:
Benchmarks and comparisons
Independent benchmarksStructured task results are being verified.
Side-by-side comparisonsComparison workspaces will be available in a later release.
