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AI applications built on your data

We build AI tools that answer questions, run analysis and draft routine work from data we have organized first, then test them with the people who will use them.

The problem

Most AI pilots stall for reasons that have little to do with the model. The use case was never worth the investment, the data underneath was not ready, or the people expected to use the result did not trust it. A demo that works on clean sample data says very little about how the tool will behave on yours.

How we work

  • We start from a question that already costs your team time, and we tell you if AI is the wrong answer
  • We check the data first and fix what the tool will depend on
  • We build in your environment and keep sources attached to every answer
  • We evaluate the pilot against real examples with the people who will use it, and stop if it does not earn its place
  • Once it works, we hand it over or keep improving it with you

Where it applies

Operations teams
Questions about company records answered in plain language, with the sources attached.
Geospatial analysis
Ordinary questions turned into spatial queries and mapped results.
Field and humanitarian mapping
Suggestions generated from imagery that a reviewer can accept or correct.

Related work

Further reading

Start with one dataset, one report or one document type.

We will look at the systems and records involved and recommend a first step.