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Agentic Workflow BuilderAI Agents300+ IntegrationsAPI DeployEmbedded UIChat SurfacesWorkflow VersioningLive CanvasHuman-in-the-LoopTeam WorkspacesEnterprise ControlsAudit LogsRuntime ObservabilityMulti-Surface LaunchAgentic Workflow BuilderAI Agents300+ IntegrationsAPI DeployEmbedded UIChat SurfacesWorkflow VersioningLive CanvasHuman-in-the-LoopTeam WorkspacesEnterprise ControlsAudit LogsRuntime ObservabilityMulti-Surface Launch
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Platform

Deployment

Deploy workflows safely with versioned releases, rollback-ready environments, and observability baked into every run.

Deployment surfaces

API endpoints

Expose workflows as versioned HTTP APIs with schema validation and auth.

Embedded experiences

Ship guided UI embeds with prefilled inputs, theming, and guardrails.

Chat experiences

Deliver conversational flows with response templates and moderation.

Batch and webhooks

Trigger workflows on schedules or event streams with delivery guarantees.

Release pipeline

  1. Create a release branch and lock inputs to a stable contract.
  2. Run staging executions with synthetic and real payloads.
  3. Tag a version, publish to the target environment, and enable monitoring.
  4. Promote to production and watch early run quality and costs.

Environment isolation

Separate secrets, providers, and rate limits for dev, staging, and prod.

Version pinning

Pin model versions and block revisions to avoid drift on deployments.

Rollback safety

Keep a last-known-good release ready for one-click rollback.

Operational guardrails

Authentication and RBAC on every endpoint.
Schema validation with consistent error payloads.
Rate limits, concurrency caps, and cost budgets.
Timeouts, retries, and circuit breakers for external calls.
PII redaction and log sampling for sensitive runs.
Audit trails for publish, rollout, and rollback actions.

Launch readiness checklist

  • All required secrets and OAuth providers are configured.
  • Integration credentials are scoped with least privilege.
  • Monitoring dashboards and alert thresholds are in place.
  • Runbooks define rollback, hotfix, and escalation steps.
  • Stakeholders validated output quality and formats.