The 95% Failure Rate Is Mostly a Measurement Failure
MIT's famous 95% figure required "measurable KPIs" and ROI measured six months on. Without a baseline you fail by construction. How to capture one.
16 min read
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What UK Manufacturers Pay for AI in 2026: A £28.98 Model Bill and a £575 Day
Reading 10,000 job sheets a month costs £28.98 in model calls. One UK contract day costs £575. The model is 1.4% of year-one spend — delivery is the rest.
32 min read
Every UK AI Grant for Manufacturers: 2026 Directory
Smart Grants paused since January 2025. Made Smarter Innovation ended. Sixteen schemes read on their primary source in July 2026 — what is actually open.
27 min read
UK Construction Rework & Admin Cost Report 2026
The cost of error in UK construction is £210,000 per £1m of project value — and £160,000 of it never reaches a cost report. Traced to the primary source.
27 min read
The Admin Tax Index 2026: Hours Lost Per Week by Role Across UK Industry
UK workers lose 31% of the week to admin. This index prices it role by role on ONS ASHE pay: hours lost, cost per person per year, and the gaps I won't fill.
31 min read
The UK Manufacturing Productivity Gap: 40 Statistics (2026)
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.
17 min read
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.
27 min read
Made Smarter Funding for AI: The Complete Guide for UK Manufacturers
Most UK manufacturers don't know the government will pay half the cost of their AI adoption. Made Smarter offers 50% match funding, NPIF II has £150M allocated, and R&D Tax Credits can reclaim 27%. Every funding option mapped out.
24 min read
The Real Cost of Slow Quoting in UK Manufacturing (And How to Fix It)
If your average manufacturing quote takes 3 days and competitors quote in 4 hours, deals go cold before your proposal lands. The maths on what slow quoting actually costs UK manufacturers — and a 3-month fix.
26 min read