Build data pipelines the declarative way.
DataForge unifies Alloy's structured architecture, Ember's prescriptive catalog, and Talos's natural-language control plane to streamline pipeline development — reliable data flows without the hidden complexity.
Alloy
Structured architecture for every pipeline. A consistent layered model — ingestion, transformation, publishing — that prevents design drift across teams.
Architecture overview ›Ember
Prescriptive catalog for pipeline logic. Column-level transformations and business rules live in a shared knowledge graph — the system of record for how your data is processed.
Metadata model ›Talos
AI control plane. Natural-language requests grounded in the enforced architecture — describe the change, Talos applies it inside the structure.
Talos AI ›Browse the docs
Onboarding, the UI tour, and a complete first-pipeline tutorial.
Sources, connections, processing, outputs, configuration, cloning, SDK, Talos AI, and more.
Deployment, upgrades, monitoring, alerting, cost management, platform administration.
Architecture deep-dives, release notes, pricing & billing, FAQs.
Employees-only notes, training material, and operational runbooks.
What's new
DataForge 10.0
Unity Catalog migration and a new architectural foundation
DataForge 10.0 introduces the Alloy + Ember architecture and migrates Databricks deployments onto Unity Catalog. The release notes walk through what changed and what to do during your upgrade.
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