Automation5 May 202611 min read
Two solo chefs are running restaurants with AI doing their back-office. Here’s the stack.
Business Insider profiled two solo chefs in late April who are running cooking businesses on AI back-office tooling. The pattern is real and it generalises beyond restaurants. Here's the actual stack a one-person UK restaurant or food business can run on £80 to £400 a month: bookings AI, supplier admin AI, payroll AI, inventory AI, and social-content AI. Named tools (Nory, MillieAI, OpenTable AI, plus the cheaper alternatives), what each costs, the pattern across the two case studies, and the three traps that catch solo founders trying to copy the setup.
Automation5 May 20267 min read
Process automation beats AI hype. SiliconANGLE said it four times this week.
SiliconANGLE ran four pieces between April 30 and May 4 saying the same thing in slightly different words. The enterprise value isn't in flashier models. It's in process work that ships, holds up under load, and connects to the systems that already run the business. After 120+ AI projects across 15+ industries, I keep seeing the same pattern in UK SMBs. The teams winning at AI didn't pick the cleverest tool. They picked the boring process first. This is the four-step "boring first" method, with one client example.
Automation5 May 202612 min read
Gartner just said AI layoffs deliver no returns. Here’s what 120+ implementations tell me about why.
Gartner published a finding this week stating that autonomous business and AI layoffs do not deliver returns. The headline is striking but the mechanism is the part business owners need. After 120+ AI implementations across 15+ industries, the pattern behind failed AI layoffs is consistent. The workflow doesn't get redesigned. Institutional memory walks out. Customer complaints rise. The manager who ran the redundancy moves to a competitor. Here's the four-reason teardown, the Gallup 98.7x manager-multiplier finding that explains it, and what to do instead if you genuinely need to take cost out.
Automation5 May 20269 min read
Anthropic just pushed Claude into Adobe, Blender, and Maya. Five SMB workflows that just got cheaper overnight.
On 29 April 2026, Anthropic announced Claude's expansion into Adobe Creative Cloud, Blender, and Maya. For UK small and mid-sized businesses, that's not a feature update. It's a cost reset on five creative workflows that used to need an agency or a freelance specialist. Here's what each one used to cost, what it costs now, and where Claude in Adobe is genuinely a fit versus where it's still cheaper to phone a designer.
Automation29 Apr 20269 min read
65% of Your Team Is More Productive With AI. Your Business Hasn’t Changed. The 98.7x Manager Gap Gallup Just Exposed.
Gallup's 2026 workplace report found that 65% of employees at AI-adopting firms are personally more productive, but only 12% strongly agree the business has actually changed. The bottleneck is your managers. Here is what supportive ones do differently and the four-step playbook for closing the gap inside ninety days.
Automation27 Apr 20269 min read
AI for Accounting: Why Your Accountant Isn’t Using It Yet (And What To Do About That)
Most SMBs think their accountants are already using AI. They're not. Here's what actually works, what doesn't, and the three workflows that move the needle for a 20-person finance team.
Automation8 Apr 20265 min read
Vibe Coding: Should You Build Your Own Business App With AI?
Vibe coding lets you build internal tools without learning to code. But there's a hidden cost nobody talks about.
Automation8 Apr 20265 min read
This Lender Used AI to Process 40% More Loans. The Playbook Works for Any Business
NewtekOne just proved AI automation in loan processing delivers measurable results. The same playbook applies to any process-heavy business.
Automation8 Apr 20268 min read
AI-Generated Code Has a 9x Duplication Problem. Your Automations Might Too
GitClear research shows developers using AI produce 9x more duplicated code. The same pattern happens in business automation, and it's costly.
Automation
Automation6 Apr 20267 min read
Silent Failure at Scale: Why AI Systems Quietly Drift From Their Purpose
The scariest AI failures aren't dramatic. They're the ones that happen in the background, where a system slowly drifts from what you told it to do. I've seen this pattern 120+ times.
Automation6 Apr 20267 min read
The MIT AI Study Everyone’s Misreading (And What It Actually Means for Your Business)
MIT researchers tested 40+ AI models against 11,500 real US Labor Department tasks. The result: AI can already handle 65% of text-based work at acceptable quality. Here's what that means if you run a business: and it's not what the headlines say.
Automation6 Apr 20267 min read
The AI Tools I Actually Deploy at Client Sites (2026 Field Guide)
I've tested over 200 AI tools in the past three years. I recommend about 15 of them.
