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When the numbers have to be right, you want an engineer

Bespoke data and AI builds for established businesses with real complexity: reconciliation, multi-entity consolidation, analytics and forecasting. The same rigour applied to systems across global mining and industrial operations, brought to your business.

Data dashboards and analytics on screen, the bespoke reconciliation and consolidation builds National Tech Hub delivers
The difference

Two ways we help, one set of skills

Most of our productised services are quick, fixed-scope wins for smaller businesses. This is the other end: serious, bespoke builds for firms where the data is complex, the stakes are high, and the answer has to reconcile.

If you are consolidating multiple entities, reconciling volumes or movements that never quite tie out, or trying to forecast from messy operational data, this is the work our founder has done at industrial scale.

Reconciliation

Where two systems should agree and do not, we build the pipeline that finds why, repeatably and defensibly.

Consolidation

Multi-entity, multi-system rollups that produce one trustworthy picture instead of a fortnight of spreadsheet stitching.

Analytics & forecasting

Operational and financial data turned into models and dashboards you can actually make decisions from.

The track record

Built at industrial scale

Our founder has built and shipped data and AI systems across global mining and industrial operations, where a reconciliation error is measured in tonnes and millions, not rounding. That is the standard we bring to a multi-entity rollup or a stock reconciliation for a UK business.

Few local consultancies can say they have reconciled volumes across continents. We can, and the same engineering keeps your numbers honest.
How a build runs

We prove value before we scale it

STEP 1

Scope one dataset

We start with one painful, valuable problem and one dataset, not a year-long programme.

STEP 2

Prove the result

We build a working version, validate it against reality, and show it pays back before going further.

STEP 3

Expand with confidence

Once it has earned its place, we widen it across entities, sites or systems, with a retainer to keep it sound.

Investment

Bespoke, scoped to the problem

Custom data and AI builds typically run from £20,000 to £60,000 plus a retainer, depending on scope. We scope carefully and fixed-price each phase, so you always know what you are committing to before we start.

Not sure which end of the scale you need? A free audit is the fastest way to find out.

Have a problem the spreadsheets cannot solve?

Tell us what is not tying out, or what you cannot see clearly. We will tell you honestly whether a custom build is the right answer.

Discuss a build