Client stories
Specific notes from teams that commissioned query rooms, chart packs, or coaching with us.
They refused to give every analyst full warehouse rights. Instead we got three query lanes and a pin board that leadership finally reads without calling finance twice.
Farah N. — Head of Commercial Ops, retail group
The chart pack from our existing SQL landed in two weeks. A couple of joins still need babysitting when suppliers rename SKUs, but the monthly pack is no longer a late-night scramble.
Wei Liang T. — Analytics lead, logistics
Coaching week three exposed that our “margin” chart mixed invoice date with delivery date. Embarrassing, useful, and now fixed in the lane rules.
Priya S. — BI specialist, manufacturing
The workbench looks louder than our old grey dashboards — the pop colour kit was their idea — but the CFO stopped asking which filter was on, and that was the point.
Adam R. — Finance partner, services firm
Extended story: commercial lane for a KL retailer
A national retailer came to us with twenty analysts sharing one service account. Board packs disagreed on same-store sales depending on who ran the extract. We mapped three roles — category, regional, and finance review — and wrote row filters that matched store hierarchies already in the warehouse.
The flagship Query Workbench Commission delivered twelve pinned charts. The mild friction: category analysts wanted free-text search across every SKU attribute on day one; we held that behind a second-phase lane until ownership of product attributes was clear. Eight weeks later, monthly review decks pull from pins only, and the shared service account is retired.
Extended story: logistics chart pack
A logistics analytics lead sent fifteen SQL files that “usually work.” We found three grain mismatches on route-level costs. The Chart Pack from SQL fixed naming, units, and period comparisons. They still manually patch two supplier joins when codes change — noted in the source sheet — and the pack refreshes for the Friday ops meeting without rebuilding slides from scratch.