The Midlands is where things are made and where things are moved. Birmingham sits at the crossing point of the motorway network, so a large share of the country's distribution capacity is within an hour of it, and around that sit the tiers of engineering suppliers that feed vehicle and equipment manufacturers, plus the second-largest concentration of professional services firms in the UK.
The most common engagement is a document pipeline. A supplier quality team receives certificates, test reports and non-conformance notices in a dozen formats from hundreds of firms, and someone reads every one. Extraction that is right ninety per cent of the time is worse than useless here, so the design work is in the routing: what the system handles alone, what it escalates, and how a reviewer sees why it was unsure. Our logistics document pipeline is that pattern written out end to end.
Second is inspection. Cameras on a line generate more images in a shift than a quality engineer will see in a career, and the useful question is almost never can a model detect the defect but what happens on a false negative and who signs off a model change. Quality inspection covers how we handle that.
Third is planning. Demand and supply signals in this region are spread across an ERP, a planner's spreadsheet and several decades of a scheduler's memory, and the last of those retires. Supply chain planning and, on the retail side, demand forecasting describe the two shapes that takes.
Professional services firms arrive with a quieter version of the same thing: bundles of documents, a deadline, and a chargeable hour that is being spent on reading rather than judgement.
