our approach

A Context of your terms

We conform your disparate data to a proven industry model and capture its meaning as a governed Context — a living knowledge base of your terms, rules and data, each defined once, with lineage to source. It's how you manage data better, make AI work, and solve problems faster.

Start with a standard Context

Access a ready-made, industry-model Context from day one — the accumulated knowledge of insurance & FS data, ready to use.

Enrich it with your world

We map and model your sources into it — your terms, your rules, your data — building a Context specific to you.

Own it, build on it, scale it

Your Context becomes yours to use, extend and scale — by your teams, with our depth when you need it.

how it comes together

Surface → Synthesise → Shape

One consultative method, powered by our tools. The work compounds into your Context instead of starting over each time.

Surface

connect & profile

Ingest source metadata
profile by domain
Map to the model

Synthesise

conform and model

conform to one model
remove duplication, reuse
one governed masterlist

Shape

model and realise

Tested on real data
catalogue, glossary, lineage
build-ready outcomes

AIR

AirMapper

Maps disparate sources to a model of your choice — and produces a governed data catalogue as a by-product. A low-cost catalogue in its own right, or working alongside the one you have.

AIM

The AIM ontology

The industry-model knowledge base behind your Context — concepts, terms and rules, each defined once, with lineage back to source.

Ami

Ami · AI assistant for your data experts

Grounded in your Context, Ami aligns terms, generates models and answers business questions — trustworthy AI inside your own governed walls.

AirMapper mapping source fields to the model.