It authors · Data Integration
Data integration without pipeline code
Every source, one governed flow
Integration is where most data budgets go: moving data from operational systems into a warehouse, shaping it, and then keeping that shape correct as the systems underneath keep changing. Veracy replaces the per-table pipeline with a model that is derived from the contract.
Today
Every source gets its own pipeline, written by hand and understood by one person. When a source changes, the pipeline breaks, and the fix is another patch on top. The warehouse becomes a collection of exceptions no one can fully explain.
What Veracy does
- 01
Land — data arrives in the Ingest layer exactly as it is at the source, so nothing is lost and everything can be replayed.
- 02
Trust — Veracy deduplicates, keys and historises it into a single source of truth (a Data Vault 2.0 model, derived from the contract, not typed).
- 03
Serve — the business-ready layer is generated on top: the tables, dimensions and facts a report or an AI agent actually consumes.
What you get
Days, not months
a read replica becomes a governed warehouse in days, because there is no code to write per table.
Convergence
when a contract changes, the three layers are regenerated in step; the model never drifts away from the promise.
Evidence on failure
a load that fails keeps its evidence: which rows, which rule, which version. Nothing is silently skipped.
Questions
- Which sources can Veracy connect to?
- Relational databases (a read replica is the usual starting point), existing warehouses and files. The source is profiled first; the contract and the warehouse model come from that profile.
- Is this an ETL tool?
- It replaces what you would use an ETL tool for, but it does not ask you to draw or code pipelines. The transformations are derived from the signed contract and generated; you review the result rather than build it.
- What is the warehouse built on?
- Open formats: Apache Iceberg tables with Parquet files, modelled as Data Vault 2.0 in the Trust layer and a dimensional layer for serving. Nothing is locked to a proprietary format.
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