Job Sheet Parsing: Turning Paper and PDFs into ERP Data
What document extraction actually costs (£1.13 per 1,000 pages for plain OCR), what accuracy to expect by document type, and why no vendor publishes one.
Practical insights on AI automation, operational efficiency, and digital transformation for UK businesses.
What document extraction actually costs (£1.13 per 1,000 pages for plain OCR), what accuracy to expect by document type, and why no vendor publishes one.
Manufacturing investment fell 7.1% in the year to Q1 2026 while whole-economy investment rose. UK industrial electricity costs 83% more than the European median. Forty statistics on where the productivity gap actually sits, every one linked to a primary source and date-stamped, with a methodology section so you can check the workings.
Bain 2025: without process redesign, companies automate inefficiencies instead of removing them. If your quoting process is broken, AI quotes broken faster. Why 70% of AI projects fail and the five patterns that explain it.
Same trucks. Same drivers. 25% more deliveries. That's what SIG Plc got from AI-driven route optimisation. A practical guide to the three highest-value AI applications for UK distribution and wholesale companies with 50-250 staff.
Field sales companies across UK manufacturing, construction, and logistics are quietly breaking. Not failing — just getting more expensive every year. The 62% admin tax, the hiring trap, and the three gaps throttling revenue.
Somewhere in your company there's a spreadsheet that shouldn't exist. It was created because two systems don't talk to each other. That's a Ghost Workflow. How to find them, count the cost, and eliminate them.
Your pipeline says £2.4M in Q2. Your gut says half that. Your gut is probably closer. Why the data feeding your field sales forecast is fiction — and how signal-based forecasting fixes it.
When the sale is made, details die between field and factory. The non-standard finish, the adjusted delivery window, the revised spec. How UK manufacturers lose 3-7% of revenue at the handoff — and how to fix it.
Most UK manufacturers don't realise how much manual processes cost. We've broken down the hidden waste: quoting delays, CRM admin, handoffs, exceptions. See the numbers.