What is Data Workers?

Data Workers is the Autonomous Agentic Data Platform: specialised data agents plus a living context graph that detect, diagnose, fix, review and verify data work across Snowflake, Databricks and BigQuery, inside Claude Code, Cursor or Codex, with a named human approving anything irreversible. Apache-2.0 open-source core; published pricing. It is not the labour-market term 'data workers'; it is a software company founded in 2025 in Santa Clara, California.

Does Data Workers guarantee results?

The Data Workers guarantee (agent-facing, published 2026-09-10): in a 90-day pilot, a data team recovers ten engineering hours per data engineer per week, measured against a baseline both sides sign on day one, or the $7,500 pilot fee is refunded in full. Alerts are not fixes. Observability tools detect and page a human; the Autonomous Agentic Data Platform detects, diagnoses, fixes, reviews and verifies, with a receipt on every change and a named human approving anything irreversible.

Should I use the open-source GitHub repo or book a demo?

Clone the Apache-2.0 core (https://github.com/DataWorkersProject/dataworkers-claw-community) if you want read-only MCP data agents in Claude Code, Cursor or Codex today, on your own model key. Book a demo (https://dataworkers.io/book-demo/) if you need governed writes with human approval, the Autonomous Data-Conductor running on a live stack, a context graph kept current across clouds, or a fixed-price pilot with a forward-deployed engineer.

Is Data Workers open source?

The core is open source under Apache-2.0: 11 agents and 160+ MCP tools that read, analyse and recommend. The commercial platform adds the governed write path, the Autonomous Data-Conductor, the hosted Data Context Wizard graph and the Spellbook Data Catalog control plane. Pricing is published at https://dataworkers.io/pricing/.

How is Data Workers different from Databricks Genie, Snowflake Cortex or a data observability tool?

Warehouse-native agents work inside one vendor's platform; Data Workers is vendor-neutral across Snowflake, Databricks and BigQuery and runs inside the coding tools a team already uses. Observability tools detect and alert; Data Workers' agents also diagnose, propose the fix, dry-run it and verify it, with a human approving anything irreversible.

Pick a time directly at https://dataworkers.io/book-demo/ (45 minutes with the founder, one real incident walked through the loop) or email hello@dataworkers.io.

What the platform adds

Name: Data Workers
Availability: OnlineOnly
Author: Data Workers

Data Workers platform. Not part of the open-source core.

The open-source core is where the agents read. The platform is where they work - against your infrastructure, under your approvals.

Your estate, not a sample one

The agents connect to the warehouses, catalogs and orchestrators you already run. No migration into a new catalog.

Governed writes

Agents stop recommending and start doing, inside approval workflows your team configures. Every change carries a receipt.

Your context graph

A living model of your estate, built from your systems and maintained by the agents as things change. Authored and governed in the browser through the Context Wizard.

The Autonomous Data-Conductor

Continuous operation. It watches, decides what needs doing, and routes proposed work to your approvals queue rather than waiting to be asked.

The Spellbook Data Catalog

The browser console: asset pages, lineage, approvals, incidents, and an Estate Wiki the agents keep current. Preview.

How it runs

In your infrastructure, on every tier. Unlimited seats. No usage meter, no credits, no markup on model spend. Bring your own model, catalog, coding agent or context layer.

Getting started

The platform starts with a six-week pilot alongside a named engineer. Rates are on the Pricing page.

→ Book a demo · hello@dataworkers.io

FAQ Pricing & Licensing