Service
Migrations, pipelines and a warehouse whose correctness is tested: parity checks against the source, typed schemas and reconciliation, with dashboards as support.
Every AI workflow and every model depends on data that someone moved from one system to another. When that move is not verified, the failure is silent: queries return results, and the results are wrong.
The usual symptom is two reports that disagree and an afternoon spent finding out which one is right.
A data platform earns trust when each step proves itself: row counts and totals reconciled to the source, types enforced, and a failed check that stops the run.
Source and target compared on counts, keys and value distributions after every load.
Columns, keys and constraints defined and enforced, not inferred at query time.
A check that fails stops the pipeline and alerts, instead of loading partial data.
Pipelines run on schedule with a visible last-success time.
Reporting built on the verified tables, so every number traces to a tested source.
Each table's sources and transformations written down where your team will find them.
Data Platform
LiveA migration verified by source-to-target parity tests, and a map of more than 35,000 seller-to-buyer trade routes.
Sources, owners, volumes, refresh needs and the questions the data must answer.
Entity ordering, foreign keys and type conversion handled explicitly; parity tested, not assumed.
Totals checked against the source system on every run.
Runbooks, tests and alerts your team can operate, or DF1 operates on a plan.
Operate for one pipeline or warehouse; Scale when it feeds several workflows. Migrations and pipelines are quoted as a Build.
Useful add-ons: Data pipeline or migration (quoted); Dashboard.
SQL Server and Azure SQL, PostgreSQL, SQLite, cloud warehouses, and files from the systems you already run. The choice follows your stack.
Yes, as support for a platform or a model, on tables that are tested. DF1 does not sell dashboards on their own.
Parity tests compare source and target on counts, keys and distributions, and the results are part of the handover.
Yes. Runbooks, tests and alerts are delivered with the code. Or DF1 runs it on the Operate plan.
Describe the process and the data. A reply comes within one business day, from the person who would do the work.