Latitude
by Latitude Data S.L.
Open-source observability and evaluation for AI agents — find and fix failures before production
Latitude is an open-source (MIT) observability and quality platform for AI agents that captures execution traces and turns raw logs into issue-style failure modes with evaluations attached. It helps AI engineering teams discover and fix why agents fail in production before users are affected.
At a Glance
- Category
- Developer Tools
- Pricing
- Free, Freemium, Subscription, Contact for pricing
- Target Market
- Enterprise Developers, AI Engineers, Data Scientists, CTOs
Key Features
- ✓Semantic trace search
Search across 100% of agent traces without sampling to locate failures fast.
- ✓Failure-mode clustering
Groups similar failing traces into actionable issues with states and evaluations.
- ✓Conversation intelligence
Analyzes completed sessions to surface escalations, tool failures, and trust breaks.
- ✓Automated evaluations
Converts real production failures into tests to prevent regressions.
- ✓Automated issue detection
Alerts teams via Slack, email, or webhook when new issues emerge in production.
- ✓MCP and OpenTelemetry integration
Connects to coding agents via MCP and to telemetry pipelines via OpenTelemetry.
Capabilities
Use Cases
- •Production agent debugging
Pinpoint and fix the failure modes behind broken agent behavior before users hit them.
- •Regression prevention
Turn real failures into automated evaluations and golden datasets that guard future releases.
- •Agent quality monitoring
Continuously monitor multi-turn agent sessions and get alerted on new issues.
Ideal For
Best For
- ✓Debugging why AI agents fail in production
- ✓Building golden datasets and automated evaluations
- ✓Monitoring multi-turn agent trajectories
Integrations
Deployment
Market Analysis
Pros
- ✓Open-source with no lock-in and fast setup
- ✓Issue-first workflow rather than raw log dumps
- ✓Full-trace semantic search without sampling
Cons
- ✗Smaller and younger than incumbent observability vendors
- ✗Funding and company details not publicly detailed
Pricing
Open Source
$0
- ✓MIT license
- ✓Self-hosted
- ✓5-minute setup
- ✓Observability, session search, issue discovery
Starter
$0
- ✓20K credits/month
- ✓30-day data retention
- ✓Unlimited seats
Pro
From $99/mo
- ✓100K credits/month
- ✓90-day retention
- ✓SOC2 & ISO27001 reports
- ✓Priority support
Enterprise
Contact for pricing
- ✓Custom credits and retention
- ✓On-prem or custom cloud
- ✓RBAC and SAML SSO
- ✓Uptime/support SLA
Free MIT open-source self-hosted edition plus a free cloud Starter tier; Pro at $99/month; Enterprise custom with on-prem/self-hosted options and no lock-in contracts.
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