What is different
One substrate, not an integration
The lakehouse and the agents that reason over it share one identity model, one policy engine and one audit chain. Nothing crosses a vendor boundary to be governed a second time.
Complete on one machine
The unit of deployment is a whole platform: catalog, engines, storage, identity and audit. Adding one adds compute, storage and reach to the same system rather than another estate to reconcile.
No dependency on connectivity
The same build runs in the cloud, in your datacenter, on an industrial site, or fully air-gapped. Nothing on the critical path calls home, so a severed link costs reach, not governance.
Agents are principals, not API keys
Every agent holds its own identity, grants, classification ceiling and budget. Its actions are attributable to it, and a refusal is recorded as an answer rather than a silent failure.
Explore the documentation
Six topics, one substrate. Start where the work is.
Where people and agents work. A workspace carries its own storage, members and audit chain. A clean room lets parties who do not trust each other compute a joint result without exposing raw data.
TopicData PlatformLakehouse, catalog, streaming and governance, plus a cross-organization exchange where trust is cryptographic and verifiable with no network.
TopicAgent PlatformRuntime, orchestration, tools and skills. Agents are governed like staff: an identity, a grant, a budget and a record of what they did.
TopicIntelligence PlatformTurning observation into decisions. Map an estate you already run, connect to Databricks, Snowflake, Fabric and the major clouds, and take in live sensor and signal data.
TopicSecurityOne identity model for people, machines and agents. Deny-closed governance, signing and post-quantum hybrid cryptography, classification and compliance.
TopicPlatform ArchitectureThe cell model and deployment topology, and how core and edge are one product, from a single cell to elastic fleets, cloud or air-gapped.