Products

Governed data, built for a decision.

An Inference Institute product is a governed, versioned commercial dataset with a defined decision, measurable quality, stable identifiers and one or more delivery methods.

The product spine
product pipeline · governed 6 gates · immutable release
  1. 01 source
  2. 02 lineage
  3. 03 resolution
  4. 04 validation
  5. 05 release
  6. 06 API
Source evidence becomes a governed product only after lineage, resolution, validation and release.
Delivery

Access follows the workflow.

APIs and exports are delivery mechanisms. The governed product is the commercial unit.

01

Data

Versioned, queryable canonical records and engineered variables.

02

Resolve

Match customer records to canonical entities and assets, with confidence scores and visible evidence.

03

Search

Structured, textual and geospatial retrieval across each data product.

04

Models

Calibrated scoring and prediction endpoints with model versions, uncertainty and limitations.

05

Exports

Licensed snapshots in Parquet, GeoParquet, CSV, JSON or SQLite.

06

Custom data products

Contracted work to turn a specific decision, source landscape or customer record set into a reusable governed product.

Custom work

Start with the decision.

If the product does not exist yet, we can scope the evidence, rights, matching and validation needed to build it.

Discuss a data product →