Camunda is a process orchestration platform built on BPMN 2.0 standards, purpose-built for enterprise business process management, human-in-the-loop workflows, and regulated industries. Kestra takes a different approach: declarative YAML workflows for data pipelines, infrastructure automation, and business processes, designed for technical teams who need orchestration without learning a modeling language.
Workflows are YAML files: what to run, when, and in what order. Business logic lives in your existing Python, SQL, Bash, or dbt scripts. There is no modeling tool to open and no XML schema to translate into running code. Kestra handles scheduling, triggers, retries, and observability as native YAML primitives.
Workflows are BPMN 2.0 diagrams designed in the Camunda Modeler and executed by the Zeebe engine. BPMN is a widely adopted standard in regulated industries, making process logic auditable, portable, and familiar to business analysts. Camunda excels at human task management, approval flows, and complex enterprise process automation that spans both technical and non-technical participants.
Camunda also offers SaaS and Managed deployment options. This comparison uses their self-hosted download-and-install path—the same deployment model as Kestra's local setup—which requires downloading a starter package, launching services via startup scripts, designing a BPMN process in the Camunda Modeler, deploying it, and writing job workers in Java or Node.js.
curl -o docker-compose.yml \https://raw.githubusercontent.com/kestra-io/kestra/develop/docker-compose.ymldocker compose up
# Open localhost:8080# Pick a Blueprint, run it. Done.Download the Docker Compose file, spin it up, and you're ready (database and config included). Open the UI, pick a Blueprint, run it. No Modeler to install, no BPMN to draw, no workers to write.
# Step 1: Download starter package from developers.camunda.com# Step 2: Launch Camunda 8 Run./start.sh # or start.bat on Windows
# Step 3: Open Camunda Modeler, design BPMN, deploy process
# Step 4: Write and run a job worker (Java or Node.js)# Java example:mvn spring-boot:run
# Now your BPMN process can execute service tasks...Download the Camunda starter package, launch Camunda 8 Run locally, open the Camunda Modeler, design your BPMN process diagram, deploy it to the running engine, then write and run job workers in Java (JDK 21+, Maven) or Node.js to handle service tasks.
YAML is readable on day 1. Our docs are embedded in the UI for easy reference, the AI Copilot writes workflows for you, or start with our library of Blueprints. Any engineer can read a YAML workflow and understand exactly what it does.
Processes are designed as BPMN diagrams in the Camunda Modeler and executed by Zeebe. Service tasks are handled by job workers you write in Java, Node.js, or another supported SDK—one worker per task type.
Orchestrate data pipelines, infrastructure operations, business processes, and AI workflows from one platform. Event-driven at its core, with native triggers for file arrivals, Kafka, webhooks, and schedules, all defined in YAML alongside the workflow logic.
A BPMN-based process orchestration platform designed for enterprise business process management. Excellent for regulated workflows with audit trails, human approval flows, and collaborative process design across technical and business teams. Integrations are available via Camunda Connectors and job workers.
| | | |
|---|---|---|
| Workflow definition | Declarative YAML | BPMN 2.0 diagram (visual modeler) + worker code |
| Primary use case | Data pipelines, infrastructure automation, technical workflows | Business process management, human-in-the-loop, regulated industries |
| Human task management | Native task types for approvals and input steps | ✓ Camunda Tasklist (purpose-built for human workflows) |
| Data pipeline tooling | 1200+ pre-built plugins: dbt, Airbyte, Spark, Snowflake, and more | Connectors available for common services; significantly smaller catalog than Kestra |
| Setup time | ~5 minutes (Docker Compose) | ~30 minutes (self-hosted, download-and-install) |
| Languages supported | Any (Python, SQL, R, Bash, Go, Node.js, scripts run as-is) | Java, Node.js, Python, Go for job workers |
| Self-service for non-engineers | Kestra Apps | ✓ Tasklist + Camunda Forms for human task participants |
| Multi-tenancy | Namespace isolation + RBAC out-of-box | Organization/cluster-level isolation; identity management via Camunda Identity |
| Compliance and audit | SOC2 Type II certified; audit logs for every execution | SOC2, ISO 27001, TISAX; full process audit trail |
Moving from a legacy runbook tool to Kestra was transformative. We went from managing Java application servers and content packs to deploying workflows via Git. Our team can now build and ship automation in hours instead of weeks.
A Kestra workflow is a YAML file you open in any text editor, write tasks into, and commit to Git. There is no visual modeler to install, no schema to learn, and no gap between what you write and what runs. Engineers who know YAML can build and modify workflows without learning a new modeling standard.
Kestra ships with 1200+ pre-built plugins for dbt, Airbyte, Spark, Snowflake, BigQuery, Kafka, Databricks, and the full modern data stack. Each is a YAML task type, not a custom worker you write and maintain. Add any data integration to your workflow in minutes without writing glue code.
Cron schedules, S3 file arrivals, Kafka message consumption, webhook callbacks, and database row changes are YAML trigger blocks defined alongside the workflow. No external scheduler to configure or manage. Triggers, tasks, and retries live in one file, version-controlled with your code.
Find answers to your questions right here, and don't hesitate to Contact Us if you couldn't find what you're looking for.
See how Kestra can simplify your business processes—and scale beyond BPMN.