AI for UK Logistics: Where the 3PL Admin Burden Actually Sits
A pallet moves once; its paperwork gets handled five times. Mapping the admin at each stage of a UK 3PL workflow — and the two places a model must not go.
Notes: sales-operations.
7 notes on sales-operations.
All · manufacturing · ai-automation · field-sales · operational-efficiency · roi · industry-trends · sales-productivity · benchmarks · sales-operations · crm · quoting · procurement
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.
79% of Opportunity Data Never Enters Your CRM. Here's What That Costs UK Field Sales Teams.
The CRM problem isn't adoption — 91% of sales teams have one. The problem is data quality. 79% of opportunity data never gets captured. Here's the cost breakdown for a typical UK field sales company, and the technologies that close the gap.
Why the UK Field Sales Business Model Is Breaking (And How to Fix It)
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.
Ghost Workflows: The Hidden Manual Tasks Costing UK Sales Teams Thousands of Hours
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.
Pipeline Forecasting in Field Sales: Why Your Monday Meeting Is Based on Fiction
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.
Sales-to-Ops Handoff in Manufacturing: Where Margin Goes to Die
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.