How engagements run
A clear path from first plant visit to a dashboard buyers can use on Monday morning.
Brief & site context
We meet procurement and planning leads, walk the relevant warehouse or receiving area when useful, and list the decisions buyers make under pressure. You leave this phase with a written scope outline and data request.
Data sample & metric draft
Purchasing extracts and supplier masters are reviewed for gaps. Metrics are drafted in plain language — on-time bands, spend concentration, shortage impact — and confirmed before any visual layout begins.
Prototype for feedback
A working prototype is checked against a trusted closed-period report. Buyers and controllers mark what confuses shift supervisors. Labels and filters are adjusted in Thai and English as needed.
Final build & handover
The agreed views are finalized. A handover briefing uses your own order examples. An annotated guide stays with the purchasing desk for new hires and night-shift leads.
What you prepare
Sample purchasing exports, a contact who can explain item codes, and clarity on which shortages stop production. We flag missing fields early rather than inventing totals.