Verstand AI

Applied intelligence, built for the real world.

We work where AI systems meet complex organisations — and where changes outside them become decisions inside them.

Publication

The Exposure Register

One exposure, traced.

  1. Event

    A state visit to Cairo expands an industrial zone on the Suez Canal.

  2. The route

    Chinese capital builds plants in Egypt. Goods once made in China now ship from there.

  3. Reaches you

    Your supplier is unchanged. The country of origin on the paperwork is not.

Read and subscribe

ProductComing soon

VGEO

The system we are building to connect signals like that one to the exposures your team carries.

See what we are building

Background

A decision science and engineering firm, built around applied intelligence.

Building data platforms and applied machine learning since 2017, for clients in retail, financial services, pharma and energy.

  • Microsoft Azure

Platforms we build on.

Method

  • Structured, not summarised

    We model entities, relationships and states — not a pile of documents and a chat box.

  • Provenance by construction

    Source, retrieval date and confidence travel with every assertion, so any conclusion can be audited back to its evidence.

  • Second-order by design

    We trace how an event propagates through supply, funding and regulatory dependencies — the effects that arrive two steps later.

  • Analysts and engineers, together

    Domain analysts, decision scientists and engineers build one system, and a named reviewer signs off before release.

Offered by Verstand

Publication

The Exposure Register

How geopolitical events reach operations, suppliers and balance sheets.

Read and subscribe
Product

VGEOComing soon

Exposure intelligence configured around your mandates and workflows.

See the plan
Practice

AI application development

Custom AI applications, built by the team that builds our own products.

See how we work