01
AutoMap field resolution
Column names, sample values, and target-side taxonomy weighed together. AutoMap proposes source-to-target mappings with confidence scores — your stewards approve, override, or refine before anything is deployed.
DATA TRANSFORMATION
Any schema,into any target.
AutoMap suggests source-to-target field mappings with confidence scoring; your stewards approve before deployment. Saved transform blueprints are version-controlled, named, and re-runnable. Type coercion, structural reshape, and format conversion execute deterministically — never as ad-hoc scripts.
vendor_export → finance_martAUTOMAP
SOURCE→TARGET
Vendor Name
supplier✓
Inv #
invoice_number✓
Bill Date
issued_at✓
Amount (USD)
amount✓
4 mapped0 scriptsapproved ✓
“One source. Multiple destinations. Seamless mapping, zero manual migration.”
THE DETERMINISTIC COREThree constants
Three constants
behind every transform.
02
Version-controlled blueprints
Every mapping, rename, coercion, and reshape is captured in a named blueprint. Blueprints are versioned, re-runnable, rolled back in one click, and replayable across every dataset from a given source.
03
Deterministic execution
Every transform is a registered operation. No arbitrary code, no hidden logic, no shadow scripts in production — only named, audited, reversible operations that your compliance team can read end-to-end.
THE OPERATOR DECKFive primitives,
Five primitives,
every transform composed.
01 · SOURCE → TARGET
AutoMap inference engine
Column names, sample values, and target-side taxonomy weighed together — proposed mappings ship with confidence scores for steward approval.