The execution backbone underneath.

Autonomy runs on battle-tested infrastructure. The Runtime connects your systems, executes workflow logic — visual and pro-code — and gives you operational visibility across every pipeline.

Connectors

Core connectors today, custom-API generation for the rest.

Deploy prebuilt connectors, generate custom REST API connectors from documentation, or bring unstructured, semi-structured, and structured data — without writing glue code.

BigQuery
Databricks
Redshift
Synapse
Postgres
Salesforce
S3
Kafka
HubSpot
Workday
MySQL
Oracle
NetSuite
Stripe
Built-in DataOps

Governance embedded in execution, not bolted on.

// pushdown

Pushdown execution

Processing runs inside your cloud platform. Data never leaves BigQuery, Databricks, or Redshift.

// cdc

Change data capture

Log-based replication keeps targets current as source data changes, continuously.

// orchestration

Orchestration

Multi-pipeline workflows with sequencing, dependencies, and retries — visual or in code.

// ci-cd

CI/CD & versioning

Git branching, environment promotion, and automated deploys, embedded in the platform.

// observability

Observability

Track execution, performance metrics, and data lineage across every pipeline you run.

// deploy

Flexible deploy

Run as hosted SaaS, hybrid in your VPC, or inside your warehouse itself.

Visual + pro-code

Speed and control, side by side.

Build pipelines visually or drop into SQL and Python — the Runtime supports both in the same workflow, so teams move fast without giving up rigor.

Generate REST API connectors from any source spec
SQL/Python transformation pipelines for cleansing & enrichment
Custom Flex Connectors delivered in days
# transform: revenue_mart
SELECT account_id,
  sum(amount) AS arr,
  max(closed_at) AS last_deal
FROM opportunities
WHERE stage = 'closed_won'
GROUP BY 1 -- 24 tests passing

Run it your way.

Hosted, hybrid, or in-warehouse — see the Runtime fit your stack.