One orchestrator.Every workflow.
Build, run, and govern across your entire organization.
Agentic AI under the same controls.
- Declarative
- Language-Agnostic
- 2,400+ Plugins
- Cloud
- Self-Hosted
- API-First
Kestra 2.0Available now!
Cross-Cloud ETL That Starts Itself
Every VM Configured, Every Run Traceable
Triage every issue from GitHub with AI, start each day with a plan
Self-service Business automation, fully recorded
Kestra scales because it is designed for cross-team orchestration from day one.
Adopt Once.
Standardize Everywhere.
Infrastructure Engineering
Automate Infrastructure With Governance, Not Scripts
Standardize Terraform, Ansible, CI/CD and operational workflows across hybrid and air-gapped environments.
6x
faster infrastructure delivery
90%
lower legacy tooling cost
trigger
Nightly AuditCheck Hosts System
Upload Output to S3
Send Slack Success
Data Orchestration
Ship Data Pipelines Faster and Keep them Reliable
Run ingestion, transformations, dbt, Airbyte, Spark and quality checks in one workflow engine.
10x
Faster Pipeline Delivery
90%
Fewer Manual backfills
dbt
dbt
Clone Repository
dbt Build
Python
Send Slack Notification
Send Email Notification
AI Automation
Operationalize AI Workflows Without Production Chaos
Agents, RAG pipelines, evaluation, publishing, retraining all orchestrated with governance and observability.
50x
less pipeline maintenance
3x
faster AI delivery cycles
trigger
Schedule monitorKubernetes deploy
AI inference
Python script
Slack notify
One Platform. All Your Workflows.
Declarative Orchestration
Write workflows in YAML. Version them. Review them. Ship them.
Connect Everything
Cloud, data, infra, CI/CD, ITSM, messaging. Plug into your entire stack.
2,400+ plugins
Batch and Event-Driven
Cron, events, webhooks, messages. One engine to run them all.
Governance and Reliability
Retries, timeouts, SLAs, RBAC, audit logs. SOC 2, Built to run in production.
Built for How Modern Teams Actually Work.
Any Language. No Lock-in
Run tasks in Python, Bash, Node.js, Go, or containers. No refactoring required.
Build Everything As Code & From the UI
Empower every team member to collaborate from a single tool—code for developers, UI for everyone else, all in sync.
Agentic Automation, Built In
Copilot for speed, agents for action. Create, iterate, and automate workflows with an AI native platform.
API First. CI/CD Native.
Trigger executions, manage workflows and resources through the API, and roll out updates safely with Git-driven CI/CD pipelines.
Work With Your Stack,
Not the Other Way Around.
Kestra integrates with your existing cloud, data, infrastructure, and SaaS tools.
With 2,400+ plugins, you can orchestrate everything without building custom glue code.
We processed billions of rows and thousands of weekly API pulls in under 3 months. For the first time, our analysts aren't waiting for engineering—they're building the workflows themselves.
- Billions
- of records processed securely
- < 3 Months
- to go from zero to full production
- 100+
- users empowered to build workflows
Deploy Anywhere. Keep Everything Governed.
Open Source
Self-host on Docker or Kubernetes. Free Forever
Enterprise Edition
Built for critical environments.
SSO, RBAC, audit logs, multi-tenancy. Isolated workers and dedicated task runners.
Hybrid environments: Cloud, On-Prem, Air-Gapped.
SLA-backed support and a dedicated customer success program.
Cloud
Managed platform, production-ready, scalable. Fastest time to value.
2220+ Blueprints, Ready to Build.
Jump-start your workflows with a growing library of workflow templates
Reconcile MLflow Registry Drift Against Deployed Serving Models
Compare MLflow registered model versions with the production serving registry table, alert Slack on gaps, missing rows, and archived models, and publish a reconciliation verdict.
Microservices and APIs workflow example, Getting started with Kestra
Probe an API endpoint on a schedule and fire a Slack alert the moment it stops returning HTTP 200.
Weekly Metaplane Monitor Inventory Digest
A scheduled List task fetches every monitor on a Metaplane connection, disabled ones included, and posts the weekly headcount to Slack so coverage drift gets noticed.
Evaluate CPU Models and Approve MLflow Champion Promotion
Benchmark pinned MLflow classifiers, compare quality and CPU resources, pause for approval, and verify an opted-in champion alias promotion.
Milvus Vector Database Compaction Backlog and Segment Growth Sentinel
Monitors Milvus vector database for compaction backlogs and uncompacted segment growth to prevent query latency spikes.
Enforce default SSE-S3 encryption on a MinIO bucket
Find a MinIO bucket with no default encryption, apply an SSE-S3 default behind an approval, then prove a new write comes back encrypted.
Run Mistral Agent Workflows from Kestra with Completion Polling
RunWorkflow starts a registered Mistral workflow with inputs from the flow, polls until a terminal state, and confirms the status in Slack.
React to Metaplane Monitor Status Changes
A MonitorResultTrigger polls one Metaplane monitor and fires only on status changes, paging Discord on degradation and posting a recovery note when the monitor returns to PASS.
Monitor a model's real performance once its delayed outcomes arrive
Join a prediction log with the outcomes that arrive later, judge only cohorts with enough outcomes, and flag a statistically real drop in AUC or Brier score against the deploy-time baseline.
Monthly Miro Board Inventory Digest to Slack
A scheduled Miro boards.List call posts a monthly Slack digest with the team's total board count and keeps the board details on the execution.
Stale Miro Board Cleanup with a Confirmation Gate
List a Miro team's boards, delete those unmodified for N days behind an explicit boolean confirmation, and post a Discord audit summary.
Summarize Incident Reports with Mistral and Post to Slack
A Mistral chat completion condenses a raw incident report into a two sentence ops summary and posts it to Slack, with a failure alert.
Publish a Model Card Automatically When a Promotion Lands
Render a model card from a registry promotion webhook, escalate missing fields to GitHub and Slack, then publish and verify the artifact.
Fetch Metaplane Context When a Page Fires
A webhook from the pager hands Kestra a monitor ID, a Get task fetches the monitor's latest result, and Slack receives a responder briefing with status and check time.
Catch MinIO Replication Drift Before Objects Go Missing on the Target
Audits bucket replication between two MinIO deployments, spot-checks objects on the target, alerts once per change and offers a resync with approval.
Audit New Miro Boards with a Trigger and Slack Notifications
A Miro trigger detects newly created boards and posts each one's name and view link to Slack for security and IT review.
Scheduled MinIO Bucket Retention Cleanup
Nightly job that lists a self-hosted MinIO bucket, filters objects older than a retention window in Python, and deletes only the expired ones.
Audit monday.com Boards Monthly Against a Naming and Description Convention
A monthly sweep lists all active monday.com boards, flags any board missing a name marker or description to Discord, and closes with an audit summary.
MetalLB BGP Speaker Peer Flap and Eviction Sentinel
Audits MetalLB bare-metal load balancer for BGP session flaps, speaker pod evictions, and route announcement stalls.
Metabase Cache and Consistency Ops Guard
Pull a Metabase dashboard and its card query, reconcile the numbers against Postgres KPI rows, and alert Slack when they drift or go stale.
Kestra gives you fewer tools to maintain, fewer scripts to debug, fewer dependencies between teams, and one place to see what’s running
across your company.
One PlatformOne StandardOne Source of Truth