From signup to live workflow in under an hour
Self-host or run on Unmeshed cloud. Given VM or k8s access, a full on-prem deployment lands in ~60 minutes.
Solutions / Team
The platform that runs every developer workflow.
Flow/logic decoupling, long-running state, API composition, human-in-the-loop, and full execution traceability, all running reliably on Unmeshed, connected to the services your team already runs.
●Free tier, no credit card●Self-host or cloud●SOC-ready
REST Request
gRPC Call
Queue Event
Service Fan-out
Human Review
Retry & Compensation
1 hr
To go live with your first workflow
10x
More throughput per dollar of infra
200+
Integrations ready to plug in
Powering developer teams at leading organisations
Run the developer stack you already have. Better.
Unmeshed sits between your existing services and runs the workflows between them: orchestration, state, retries, human checkpoints, and observability.
Flow / Logic Decoupling
Keep orchestration flow in workflows and keep business rules in services or worker code. Change sequencing without redeploying every dependency.
Learn more about Flow / Logic DecouplingReceive trigger event
# REST | webhook | queueValidate required input
# validate_inputRoute to service workers
# worker_dispatchTrigger downstream actions
# trigger_updatesDispatch execution events
# send_telemetryAI Cost Efficiency
Run AI inside your workflows. Not around them.
Configure token limits per AI step. Every workflow execution respects those settings. No runaway LLM spend, no black-box usage.
Uncontrolled AI Execution
Every request goes to the model.
- AI calls for routing, parsing, validating, all of it
- No limits per step or per workflow
- Spend grows with usage, not with value
- "Usage is up" is the only signal you get
Uncontrolled
With Unmeshed
Models only where they add value.
- Token limit configured per AI step
- Workflow executions respect those settings
- Deterministic steps handle what doesn't need AI
- AI runs inside your workflow, not outside it
Governed Execution
Token Limits Per Step
Configure limits at the step level.
Set a max token budget on any AI/LLM step. Executions enforce the limit. No overruns, no surprises.
ai_step( model: "gpt-4o", max_tokens: 512, prompt: classify_prompt )
Executions Respect Settings
What you configure is what runs.
Every workflow execution picks up your token configuration. No step runs outside the bounds you set.
classify_intent512 / 512
summarize_input310 / 1,024
generate_response2,048 / 2,048
AI Inside The Workflow
AI runs inside your workflow, not around it.
Use deterministic steps for routing, parsing, and validation. Call AI only where it changes the outcome.
validate_schemadeterministic
classify_intentAI step
route_by_rulesdeterministic
generate_responseAI step
Skip the blank canvas.
Pre-built developer workflow templates that drop straight into your stack fork one, point it at your services, ship it.
+2+4+3
FinanceSmart Expense Approval
Approve routine expenses instantly with rules, use Claude only to read messy submissions, and send the rest to a human.
+3+5+4
DevOpsWebsite & API Uptime Monitor
Check that a site or API is up on a schedule, and get a Slack alert the moment it goes down, slows, or comes back.
+1+3+2
EngineeringImport Data from PostgreSQL into Google Sheets
Pull rows from a PostgreSQL table and drop them straight into a Google Sheet on a schedule.
+1+3+2
MarketingSaaS Trial Onboarding
Five emails over fourteen days, with an upgrade check before every send.
Why Unmeshed for Developers
The orchestration engine your developer stack has been missing.
Built by the team behind Netflix Conductor, rebuilt for modern engineering teams, AI workloads, and the operational workflows production systems actually run on.
More throughput on less compute
Run high-volume developer workloads at a fraction of the infra cost of legacy orchestrators like Conductor.
One instance, every team
Services, business units, or product lines share one Unmeshed instance. Data is logically isolated; permissions follow namespaces.
Expose anything as a webhook or API
Turn any workflow into a webhook or REST endpoint. Import Postman or OpenAPI specs directly with API Collections.
Decision tables for routing logic
Policy, routing, retry eligibility logic: handle it with in-house decision tables. No third-party engine required.
Scheduling and state, handled
Calendar/cron scheduling, key-value and SQLite stores, and a managed file browser for passing data between workflows.
Integrations
Connected to every layer of your stack.
From APIs to queues to AI providers: 200+ native integrations, plus any HTTP, GraphQL, MCP, or OpenAPI/Postman spec you bring in.
APIs & Protocols
REST, GraphQL, gRPC, WebSocket, OpenAPI / Postman
Message Queues
Kafka, SQS, RabbitMQ, Google Pub/Sub, NATS
Databases & Storage
Postgres, MySQL, Redis, S3, BigQuery, Snowflake
AI Providers
OpenAI, Claude, Gemini, Bedrock, Mistral, MCP
Observability
Datadog, OpenTelemetry, PagerDuty, Grafana
Slack
GitHub
Jira
PagerDuty
CloudWatch
SQS
Redis
Postgres
OpenAI
Claude
Gemini
Bedrock
MCP
DynamoDB
BigQuery
Mistral
Lambda
GraphQL
Ollama
+100
moreNew integrations shipped every week
From the Blog
Developer orchestration, in practice.
Build your developer workflows on Unmeshed.
Free tier, no credit card, 60-minute deploy. Start with one workflow, scale to full production orchestration when you're ready.