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Data architecture for the AI dashboard era

Claude can now draw a dashboard from a sentence. They still need a warehouse they can read, agreed definitions, and proof the numbers are right. That is the work we do.

Three offers

Claude Dashboards quick-start

Fixed price, one to two weeks. Switched on, governed, connected, three to five starter dashboards, trained, proven.

Trusted numbers for Claude

The FactSmith Ask layer of agreed business meaning under your AI dashboards, with a monthly scorecard.

Data architect on contract

Warehouse design, Kimball modelling, ETL and cost fixes. Day rate, or fractional.

Read more: Quick-start · Trusted numbers · Data architect.

Who it is for

Mid-sized companies whose data already costs too much, or answers too slowly, and teams switching on Claude dashboards who need to trust what they show.

If your numbers live in an accounting system, an ERP and a few spreadsheets, and nobody agrees what revenue means, you are in the right place.

How an engagement works

  • A 30-minute call: your systems, your questions, your AI tools.
  • A written scope with a fixed price for the quick-start, or a day rate for contract work.
  • Delivery, with the golden-question scorecard as the acceptance test.
  • Optional monthly care: loads monitored, scorecard re-run, new questions added.

Who owns what

What we build specifically for you is yours once it is paid for. FactSmith Ask and our own tools stay ours, and you get a licence to use them inside your business. That is written into every contract.

Book a call

Prices are quoted per engagement after a short call, not posted.

Book a 30-minute call

Or email hello@factsmith.co.za