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Deliberate Data Infrastructure

Constructing data infrastructure for what comes next.

We make complex information more reliable, structured, discoverable and usable—for organisations, software and intelligent systems.

Understand DDI

Deliberate by design

Information becomes useful when its structure can be trusted.

Organisations hold information across systems, providers, schemas, identifiers and formats. More capable software does not remove the need for reliable context underneath it.

Deliberate Data Infrastructure (DDI) constructs the foundations that allow people, conventional software and intelligent systems to work with complex information more clearly.

  1. 01Structure

    Organise information so its meaning and relationships can be understood.

  2. 02Context

    Make the surrounding evidence, provenance and conditions available.

  3. 03Access

    Provide clear interfaces for the systems that need to use it.

A broader foundation

Data infrastructure is not one database, tool or model.

It is the deliberate arrangement of identity, structure, context and access that allows information to move between its sources and its uses without losing meaning.

DDI works at that underlying layer—where fragmented information has to become dependable infrastructure.

A DDI product

Physical-world data infrastructure.

V0 is a product developed by Deliberate Data Infrastructure. It resolves different representations of the same physical environment around persistent physical objects, while preserving what each source says and where it came from.

The V0 Physical Object (V0PO) provides the persistent physical identity. Existing provider and customer identifiers remain distinct and can act as entry points; they do not have to be replaced.

Explore V0 physical-world data infrastructure
V0POPersistent physical identity
  • 01Provider representation
  • 02Customer identifier
  • 03Geometry and context

Sources remain attributable

Start with the infrastructure

Working through a complex information problem?

Tell us what needs to become clearer, more connected or more usable. We’ll start with the underlying information and the systems that depend on it.

Start a conversation