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.
Kestra vs. Camunda: Workflow Orchestration Without the BPMN Overhead
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.
Two Approaches to Process Orchestration
Declarative Orchestration: YAML Defines Intent, Code Executes
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.
"How do we orchestrate data pipelines, infrastructure jobs, and business workflows in a format our whole engineering team can read and version?"
BPMN-Based Process Automation
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.
"How do we model and govern complex business processes, approval flows, and human tasks across technical and non-technical teams?"
Developer-First Workflow Orchestration vs. Enterprise Process Governance
Orchestration for Technical Teams
- Data pipelines, infrastructure automation, business processes, AI workflows
- Multi-language: Python, SQL, Bash, Go, Node.js, R (run scripts directly)
- Event-driven at core: file arrivals, Kafka, webhooks, schedules
- Self-service for non-engineers via Kestra Apps
- 1200+ plugins: dbt, Airbyte, Snowflake, Spark, Kafka, and more
Enterprise Business Process Management
- BPMN 2.0 process modeling and execution via the Zeebe engine
- Human task management with Tasklist for approval flows
- Process analytics and SLA tracking via Camunda Optimize
- Regulated industry compliance: SOC2, ISO 27001, TISAX
- Primarily business process automation, not data pipeline orchestration
Time to First Workflow
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.
~5
Minutes
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.
~30
Minutes
# 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.
Two Ways to Define a Workflow
Kestra: A workflow is a YAML file
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.
Camunda: A workflow is a BPMN diagram in the Modeler, plus worker code
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.
Two Platforms, Two Jobs to Be Done
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.
Kestra vs. Camunda at a Glance
| | | |
|---|---|---|
| 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 |
80%Reduction in automation lead time
0Java app servers to maintain
10xMore workflows automated
Kestra Is Built for the Workflows That Power Your Data Stack
No modeling tool, no XML schema to learn
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.
Data pipeline tooling built in
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.
Scheduling and event triggers as first-class primitives
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.
Two Tools for Different Problems
Choose Kestra When
- You're orchestrating data pipelines, ETL workflows, dbt models, or infrastructure automation.
- Your team wants to define workflows in YAML without learning BPMN or running a visual modeler.
- You need 1200+ pre-built data and infrastructure integrations without writing job workers.
- Setup time matters: first workflow in 5 minutes with Docker Compose, no BPMN modeling required.
- Non-engineers need to trigger workflows via self-service forms, not participate in process design.
Choose Camunda When
- You're automating complex enterprise business processes with structured approval steps and human task assignment.
- Your organization requires BPMN 2.0 process portability, audit trails, and compliance with SOC2, ISO 27001, or TISAX.
- Business analysts and developers collaborate on process design, and a shared visual modeling language bridges that gap.
- Long-running case management workflows with dynamic branching and human decision points are core to your use case.
Frequently asked questions
Find answers to your questions right here, and don't hesitate to Contact Us if you couldn't find what you're looking for.
Getting Started with Declarative Orchestration
See how Kestra can simplify your business processes—and scale beyond BPMN.