First-Party Data Foundation

We collect, unify and govern your customer data so that every team - and every model - works from the same source of truth.

The problem

Your customer data exists, but it is split across a CRM, a website, an app, a call center and a dozen exports.

The same person appears three times under three identifiers. Nobody trusts the numbers, so decisions fall back on intuition.

What we do

  • Audit every source you hold: systems, formats, volumes, quality, ownership
  • Design and build the ingestion pipelines, batch or streaming
  • Resolve identities across sources into one customer view, with clear matching rules
  • Clean, deduplicate and standardize records, with monitoring that catches drift
  • Set up governance: who can access what, for which purpose, for how long
  • Document consent and data lineage so every field can be traced to its origin

How it works

  1. Data discovery workshop with your marketing, IT and legal teams
  2. Source-by-source assessment and quality report
  3. Pipeline build and identity resolution, on your cloud or ours
  4. Validation against known records, then handover with documentation

What we do

A unified customer data layer, documented pipelines, a data quality dashboard, and a governance model your legal team can sign off.

Where AI comes in

Machine learning handles the work that rules alone cannot: probabilistic identity matching across sources, anomaly detection on incoming records, and automated classification of unstructured fields such as free-text notes and product descriptions.

Related: Data Anonymization & Privacy Engineering · Dataset Engineering & Enrichment

FAQ

No. We build what a CDP needs to be useful, and we work with the platform you already have if it fits.

On your infrastructure by default, or on ours if you prefer. We work in both the EU and the US.
A first working layer is usually live in eight to twelve weeks, depending on how many sources are involved.
That is the normal starting point. The assessment tells you exactly what is usable now and what needs work.
Book a data assessment