Multiple data sources
Bring in spreadsheet data, connect SQL tables, and extract structured information from business documents. Each source becomes a governed, inspectable dataset.
Mud Cake ships against a product-owner-controlled roadmap, not a feature lottery. The marketing site focuses on the product and its business value. Here is where it stands today and where it is heading.
Bring in spreadsheet data, connect SQL tables, and extract structured information from business documents. Each source becomes a governed, inspectable dataset.
Six operation types (select, rename, calculated, lookup, filter, aggregate) in explicit, user-controlled order. Draft, Publish, Run with versioning. Lookups against other datasets and SQL tables.
A successful run durably queues downstream transforms. Run history records Manual, Scheduled, and Dependency origin with bounded causality.
Customer and tenant isolation enforced server-side, no arbitrary user SQL, full lineage, fail-closed authorization, and operation locking.
Register existing customer-managed SQL tables and expose them through the normal dataset abstraction, read-only, base tables only.
Configure performance indexes on Mud Cake-managed dataset columns to speed up lookups and filters on large datasets.
Safely reconcile schema changes additively or rebuild a new physical generation, preserving dataset identity so downstream transformations stay attached.
Additional structured operations and advanced schema evolution to handle more business scenarios.
Structured matching against another dataset using configurable conditions, including effective-dated and as-of matching.
Append rows to or merge/upsert into a transformation's output dataset, with matching key semantics and idempotency.
More ways to bring data in, more ways to get calculated datasets out, and more flexibility for complex business workflows.
Some behaviors are intentionally not supported today. They are sequenced on the roadmap, not abandoned. Arbitrary user-authored SQL is a deliberate product boundary, not a gap.
We work with design partners to shape the roadmap. Tell us what your teams need.