Govern every agent release. Ship with confidence.
LangWatch gives engineering, security, and business teams one enterprise AI platform for simulations, evaluations, observability, audit trails, and deployment control across cloud, hybrid, VPC, and self-hosted environments.
- Map teams, projects, prompts, and traces to RBAC scopes
- Run scenario suites before a risky agent release
- Export audit evidence for security and procurement
One place for every team that signs off on AI.
Enterprise AI does not fail because one metric is missing. It fails when engineering, security, domain experts, and procurement all use different evidence. LangWatch makes that evidence shared.
Build and improve agents with shared scenarios, eval suites, traces, and CI gates.
- Scenario testing before release
- Prompt and evaluation versioning
- Trace inspection when behavior drifts
Review access, deployment, retention, and audit posture without slowing every team down.
- SSO / SAML and SCIM
- Project and team scoped RBAC
- Audit logs for sensitive changes
Give stakeholders visibility into reliability, cost, and customer-impacting regressions.
- Cost attribution by team and project
- Quality trends for release reviews
- Procurement-ready documentation
Standardize how AI applications move from prototype to production across the company.
- One operating model for AI quality
- Governance without fragmented tooling
- Deployment flexibility as requirements change
The LangWatch loop.
One platform across the whole lifecycle, with governance and control at the centre of every step.
Runs on your stack, cloud, hybrid, or fully self-hosted, on your own ClickHouse and your own servers, so nothing leaves your environment.
The controls your reviewers ask for, already in the room.
Enterprise identity with SAML single sign-on across your whole org.
Automated user provisioning and deprovisioning straight from your IdP.
Role-based access control scoped to teams, projects, and data.
Choose where sensitive prompts, responses, traces, and eval data are processed.
Every action logged, filterable, and exportable for your audits.
Align storage and evidence retention with security review and regulatory expectations.
Contractual uptime and response SLAs, with a forward deployed engineer for regulated teams.
Plus custom terms, a DPA, ISO 27001 reports, and InfoSec and legal review support for regulated procurement.
Deploy where your data boundary already is.
Start managed, move to hybrid, or run inside your infrastructure. The enterprise architecture bends around the security posture your rollout needs.
Get started in minutes on our managed EU cloud, scaled and maintained for you.
Keep sensitive data in your environment while LangWatch Cloud coordinates review workflows.
Run the full platform in your own VPC or on-prem with Docker Compose or Kubernetes support.
Built for teams with real AI in front of real customers.






“LangWatch helps us ship AI features with confidence, faster, safer, and without surprises.”
Bring AI to production, under control.
Walk through your deployment model, security review, and first agent release workflow with the LangWatch team.