Data Workers (Autonomous Agentic Data Platform)

Specialised data agents, each an MCP server, that build pipelines, debug incidents, monitor data quality and handle migrations across Snowflake, Databricks and BigQuery, with governed writes.

View on dataworkers.io

Documentation

By the Numbers

Unlock 8.9x more agentic, automated data operations.

4.1x developer productivity for data teams.

The move to specialized agents is already underway. General coding agents opened the door. Data agents walked through it. Fully autonomous data ops is where it lands, and it’s what we build for.

State-of-the-art data agents,
at the top of the benchmarks.

Fig. 1: Score on DataAgentBench (DAB, UC Berkeley EPIC Data Lab): 54 tasks across 12 real-world datasets and 4 database engines. Full methodology in our white paper, Context Is Not All You Need.

With our Data Factory, routine data work gets done dramatically faster.

Routine taskWith agents

Legacy platform migration4–8 wk

Audit prep (access evidence)10–20 h

Streaming pipeline stood up2–4 h

Model deployed & monitoredhours

New pipeline built & validatedhours

Schema-change migration15–30 min

Incident root-cause & fix8–15 min

Access provisioning5 min

Finding the right dataset30 s

Ad-hoc data questionseconds

Fig. 2: Time to complete ten routine data tasks, current practice (black) vs. agent swarm (green). Read how we measure this.

Where the numbers come from: the benchmark method is in our white paper, Context Is Not All You Need, and the turnaround model is in Estimating the Productivity of an Autonomous Agentic Data Platform.

“Data Workers is the future of our industry.”

Meta Sridhar Iyer Head of Data @ Meta

Data Workers Data Factory 2.0, the end-to-end agentic data platform

Introducing Data Factory 2.0.

Now your data team runs itself.

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Data-Agents Swarm

The autonomous data-engineering workforce

  • Agents that read, write and act, fully autonomously
  • Agents and skills that get better every run
  • Every coding agent, every cloud, every data stack

Agents](https://dataworkers.io/product/data-agents-swarm/)[

Data Context Wizard

The enterprise semantic & knowledge graph

  • The context layer built for your data ecosystem
  • Brings your existing data stack together on day one
  • Governed to enterprise data-governance standards

Context](https://dataworkers.io/product/data-context-wizard/)[

Autonomous Data-Conductor

The agent that runs the whole loop

  • Autonomous data operations, in real time
  • One agent that owns the outcome, not the step
  • Autonomy you can turn all the way up

Orchestration](https://dataworkers.io/product/autonomous-data-conductor/)[

Spellbook Data Catalog

The control plane for the agentic fleet

  • The new data catalog, powered by agents
  • Data assets are now awesome
  • Ask a question, get staff-level data insights

Control plane](https://dataworkers.io/product/spellbook-data-catalog/)

Data Workers Data Factory 2.0, the end-to-end agentic data platform

Introducing Data Factory 2.0.

Now your data team runs itself.

Partners & integrations

Built for your coding agents

Claude Code GitHub Copilot Cursor OpenAI Codex OpenCode and more

Official partners

Databricks Snowflake Ray MongoDB and more

85+ integrations

across the modern
data & AI stack

“Data Workers is the future of our industry.”

Meta Sridhar Iyer, Head of Data @ Meta

“What used to demand senior-level data engineering skills can now be done by anyone who can describe what they need.”

“For medium and large teams that need long-term, stable access to multi-source data, the improvement in management efficiency and risk control is huge.”

“Not an isolated tool, but a community workbench - an early ecosystem for data agents.”

Turns data work from developer “black magic” into a standard workflow that business users and analysts can join - safely and collaboratively.

For Platform Leads

Replace a sprawl of disconnected tools with one agentic autonomous data platform.

For Data Engineers

Stop spending 60% of your week on maintenance instead of building.

For Analysts & Data Scientists

Prove your data is correct before a stakeholder reports a wrong number.

Ready to go autonomous and agentic?

We’re building the future of data infrastructure right now. See how your enterprise data stack can operate fully agentic today.

Book a DemoJoin the Pilot Program

About the publisher

Data Workers is the autonomous agentic data platform: 20 specialised data agents that detect, diagnose, fix, review and verify data work across Snowflake, BigQuery and Databricks, inside Claude Code, Cursor or Codex, with a named human approving anything irreversible. Apache-2.0 open-source core. Published pricing: $7,500 fixed-price pilot, then from $1,000/month, no usage metering.

Alerts are not fixes. The platform detects, diagnoses, fixes, reviews and verifies, with a receipt on every change. Guarantee: in a 90-day pilot a team recovers ten engineering hours per data engineer per week against a co-signed baseline, or the pilot fee is refunded.

Clone the open-source core for read-only agents in your coding tool today. Book a demo for governed writes, the Autonomous Data-Conductor on a live stack, a cross-cloud context graph kept current, or a fixed-price pilot with an engineer.