Your data platform,
run by an
agentic workforce.
Introducing the Data Factory 2.0. Specialised data agents for every domain, connected by a living context graph, data teams running autonomously, and you in full control.
- Autonomous
operations - Agentic
enterprise - Institutional
memory
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.
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.
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.
Introducing Data Factory 2.0.
Now your data team runs itself.
Data-Agents Swarm
- Agents that read, write and act, fully autonomously
- Agents and skills that get better every run
- Every coding agent, every cloud, every data stack
Data Context Wizard
- The context layer built for your data ecosystem
- Brings your existing data stack together on day one
- Governed to enterprise data-governance standards
Autonomous Data-Conductor
- Autonomous data operations, in real time
- One agent that owns the outcome, not the step
- Autonomy you can turn all the way up
Spellbook Data Catalog
- The new data catalog, powered by agents
- Data assets are now awesome
- Ask a question, get staff-level data insights
Introducing Data Factory 2.0.
Now your data team runs itself.
data & AI stack
“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.
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.