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Calibre

Your numbers disagree with each other. That is a solvable problem.

I take scattered, unreliable business data and turn it into one report your leadership team trusts — with the pipeline, the validation and the definitions written down underneath it.

2026-09-10 · Retail · Zurich · 13'000 CHF
2026-08-18 · Wholesale · Geneva · 8'900.5 CHF
2026-08-03 · Retail · Zurich · 3'200 CHF
2026-08-28 · Manufacturing · Basel · 45'000 CHF
2026-09-07 · Wholesale · Geneva · 15'750.25 CHF

What I do

Three engagements. Most clients start with the first one, because it is short, fixed in price, and tells them whether the other two are worth buying.

  • Data audit

    Two weeks to find out what your numbers are actually worth, and what it would take to trust them.

    From CHF 6’000

  • Pipeline build

    The machinery that turns scattered sources into one validated dataset, with the checks that tell you when it breaks.

    From CHF 18’000

  • Executive reporting

    One report your leadership team reads without arguing about the numbers first.

    From CHF 12’000

Selected work

  • Manufacturing

    The dashboard that was wrong for five weeks

    A feed stopped delivering in March. The dashboard kept serving the last good day as though it were today, and nobody noticed until an auditor did.

  • Wholesale distribution

    Three systems, three answers, one number

    A distributor whose finance, warehouse and sales systems each reported a different monthly revenue figure — and the six weeks it took to make them agree.

All work →

Worth a conversation?

Thirty minutes, no charge, no deck. Tell me which report you do not trust and why, and I will tell you whether it is a two-week problem or a two-month one — including when the answer is that you do not need me.