FeaturedCase study · 12 May 2026
How a B2B distributor cut SKU stockouts without doubling the warehouse
Demand forecasting across 18k SKUs, wired into ERP. Fewer stockouts, no second warehouse, no weekly Excel ritual.
arbuz journal
Case studies and the practice of deploying AI in operating companies.
Featured
FeaturedCase study · 3 Apr 2026
Line QC: fewer claims, same takt time
Vision QC on a weld line. The model catches defects a shift cannot see in 0.8 seconds — without slowing takt.
Article · 8 Jul 2026
An AI copilot in a service firm — on the team’s side, not the customer’s
Why a public chatbot damages SLAs, and a dispatcher copilot saves them. RAG, contract citations, and the “I don’t know” rule.
Article · 20 Jun 2026
Automation in B2B trade: not a chatbot — purchasing and quotes
Where AI in distribution actually takes cost out: forecast, replenishment, quotes from contract history. And where a human stays.
Article · 2 Jun 2026
AI on the shop floor without science fiction
Where to start an AI deployment on the floor: data, takt, a process owner. No digital-factory brochure, no POC that dies after the demo.
Case study · 18 Mar 2026
A copilot on service tickets cut first-response time
RAG over SLA contracts and repair history. Dispatchers get a drafted reply with a citation — not a chatbot for the end customer.