Insights

Insights

Longer-form essays and field notes on putting AI to work — written for thinking adults, not headlines.

A third of firms now use AI, mostly for admin. The next win is in sales

A third of firms now use AI, mostly for admin. The next win is in sales

A GOV.UK survey says 32% of UK firms now use AI, mostly for admin. SMF research points to sales as a higher-value use. Three sales jobs to try this month, with prompts.

6 November 2026 5 min read
Your biggest customer may be your slowest payer

Your biggest customer may be your slowest payer

Dun & Bradstreet data shows almost 19% of payments from larger firms run 30+ days late, versus under 12% from SMEs. Find where your cash is tied up and change terms for your biggest payer.

6 November 2026 5 min read
Planning a hiring freeze? Don't build the plan on today's cheap AI prices

Planning a hiring freeze? Don't build the plan on today's cheap AI prices

In S&W's owner survey, 59% say AI has let them cut headcount or hiring. S&W thinks AI prices are artificially low. Test your plan against a price rise before you freeze hiring.

6 November 2026 5 min read
Customers still want a person: put AI behind your sales and service line, not in front of it

Customers still want a person: put AI behind your sales and service line, not in front of it

TCN vendor research: 84% of UK adults would rather talk to a person than an AI agent. Use AI to prepare the person who answers, and keep it to routing and simple questions at the front.

30 October 2026 5 min read
One job, clean data, a person on standby: what the big agent surveys say small firms should copy

One job, clean data, a person on standby: what the big agent surveys say small firms should copy

Salesforce's own agent survey (vendor research, mostly larger firms) points to three habits a small firm can copy cheaply: one bounded job, clean data for that job, and a named person who checks.

30 October 2026 5 min read
What the Budget changed for your wage bill: update your one-page cost sheet

What the Budget changed for your wage bill: update your one-page cost sheet

National Living Wage £13.21 from April 2027, NI thresholds frozen to 2030-31 and new rates relief for RHL properties in England. Update your one-page cost sheet. Not tax advice.

30 October 2026 5 min read
AI writes your posts, but your sales follow-up still waits: put the saved hours into winning work, not cutting jobs

AI writes your posts, but your sales follow-up still waits: put the saved hours into winning work, not cutting jobs

Small firms mostly use AI to write content, while sales follow-up waits. Give the hours AI saves a job: one diarised sales hour a week, a follow-up prompt, and four weeks of your own numbers.

27 October 2026 5 min read
Late, or just not spotted? Match payments to invoices weekly before you chase anyone

Late, or just not spotted? Match payments to invoices weekly before you chase anyone

Finexer's commissioned survey says 42% of firms had delays confirming whether a payment had landed. Before you chase, a 20-minute weekly match of bank and invoices, with an AI prompt.

27 October 2026 5 min read
The staffing problem has moved from finding people to paying them: grow output with the team you have

The staffing problem has moved from finding people to paying them: grow output with the team you have

Capify's Q3 survey found wages are now a bigger worry than recruitment for small firms, and 79% are holding headcount. A one-week hours audit shows where AI can add output without a hire.

24 October 2026 5 min read
January is a cash cliff: Christmas wages, the VAT quarter and the 31 January tax bill on one page

January is a cash cliff: Christmas wages, the VAT quarter and the 31 January tax bill on one page

December wages, the VAT quarter and the 31 January Self Assessment bill can land within weeks of each other. Put them on one page now, and let AI build the sheet.

24 October 2026 4 min read
Christmas peak without seasonal hires: what to hand to AI and what stays with people

Christmas peak without seasonal hires: what to hand to AI and what stays with people

Black Friday is 27 November. Before you add a seasonal hire, here's which peak jobs AI can draft and which should stay with people, plus a two-week plan and a prompt to copy.

24 October 2026 5 min read
Most small firms use AI beside their systems, not inside them, and that's where the hours go

Most small firms use AI beside their systems, not inside them, and that's where the hours go

DSIT's Business Data Survey found 21% of businesses using AI have it built into their systems, and 17% have a policy. Four questions to ask before you switch anything on.

24 October 2026 4 min read
Nine in ten small suppliers accept bad payment terms to win work: a two-minute AI check before you sign

Nine in ten small suppliers accept bad payment terms to win work: a two-minute AI check before you sign

An eCapital survey found 93% of SMEs had accepted unfavourable terms to win work. Before you sign, a two-minute AI check of the contract's payment clauses shows what you're agreeing to.

24 October 2026 4 min read
Nearly half of small firms now use AI, but fewer than one in five feel confident: close the gap in one team hour, not a new hire

Nearly half of small firms now use AI, but fewer than one in five feel confident: close the gap in one team hour, not a new hire

Simply Business found 47% of small firms use AI but only 19% feel very confident. One team hour with a shared do and don't list does more for that gap than a new hire.

23 October 2026 5 min read
AI freed up the time, then you spent it checking: budget for review hours and surprise bills

AI freed up the time, then you spent it checking: budget for review hours and surprise bills

Vendor research from Pax8 says 63% of UK firms using AI freed up time, but 44% of decision-makers spend three hours or more a week checking it, and 39% got a surprise bill. Budget for both.

23 October 2026 5 min read
The 2027 minimum wage figure is due any day: re-price next year's quotes and rota now

The 2027 minimum wage figure is due any day: re-price next year's quotes and rota now

The April 2027 minimum wage rate hadn't been announced on 23 October. The Low Pay Commission's range is £13.02 to £13.34, against £12.71 now. Build all three into quotes and rotas today.

23 October 2026 5 min read
Know your rateable value before the Budget, then re-run the cost sheet

Know your rateable value before the Budget, then re-run the cost sheet

Rates and employer National Insurance hit the same margin. Know your rateable value and Employment Allowance position before 28 October, then add both to your Budget cost sheet.

15 October 2026 5 min read
Customers are paying slower: fix your terms before Christmas, not in January

Customers are paying slower: fix your terms before Christmas, not in January

Surveys say UK customers are paying slower. Review terms for new and slow payers now, send reminders before the due date, and keep one aged-debt list before the January squeeze.

15 October 2026 6 min read
From two years to six months: hiring and probation just got tighter

From two years to six months: hiring and probation just got tighter

From 1 January 2027 most employees can claim unfair dismissal after six months, not two years. Better job specs, interview notes and probation reviews matter more. Not legal advice.

15 October 2026 5 min read
Your sales follow-up is fine. Your referral ask is missing

Your sales follow-up is fine. Your referral ask is missing

Most owner-led firms follow up quotes but never ask happy customers who else they should talk to. Make the referral ask a step after every win, with AI drafting and permission first.

15 October 2026 6 min read
Budget day is 28 October: build your cost sheet now so you can react in an hour

Budget day is 28 October: build your cost sheet now so you can react in an hour

The Budget is on 28 October. Skip the rumours: build a one-page sheet of your own cost lines now, then use AI on the day to see what's changed and what to ask your accountant.

14 October 2026 6 min read
Day-one sick pay and longer tribunal windows: the 2026 people costs nobody budgeted for

Day-one sick pay and longer tribunal windows: the 2026 people costs nobody budgeted for

Statutory Sick Pay has been payable from day one since 6 April, and most tribunal time limits doubled to six months from 1 October. What changed, and where admin AI helps. Not legal advice.

14 October 2026 7 min read
AI is coming for the admin pile, not the payroll

AI is coming for the admin pile, not the payroll

ONS figures from 8 October: 30% of UK businesses use AI, 38% of larger users say admin roles are most affected, and only 6% cut headcount. What that means for a small team's capacity.

14 October 2026 6 min read
Don't wait for the Commercial Payments Bill: the late-payment rights you already have

Don't wait for the Commercial Payments Bill: the late-payment rights you already have

The Commercial Payments Bill isn't law yet. Statutory interest, fixed recovery costs and the free Small Business Commissioner route already are. How AI can build your evidence and chase log.

14 October 2026 5 min read
From "tried ChatGPT once" to a weekly habit

From "tried ChatGPT once" to a weekly habit

Only about one in five small firms use AI regularly. What the surveys say about cost, skills, privacy and time, and a twenty-minute weekly habit that suits a micro business.

24 September 2026 7 min read
AI that adds suppliers instead of capacity

AI that adds suppliers instead of capacity

Many firms buy AI to do more in-house and end up outsourcing more. What Coface and ONS data show, and five practical ways to keep AI capability inside a small team.

24 September 2026 7 min read
Late payment is still the growth tax: what the Commercial Payments Bill does next

Late payment is still the growth tax: what the Commercial Payments Bill does next

The Commercial Payments Bill is not law yet. Where it stands in Parliament, what it would change for UK small businesses, and how AI helps with invoice packs and chase logs.

24 September 2026 6 min read
The "do more with the team you have" week

The "do more with the team you have" week

A one-week structure for finding where AI can genuinely take work off your team's plate, based on how UK small businesses are actually using it today.

23 September 2026 8 min read
Labour costs and tax pressure: where AI helps (and where it does not)

Labour costs and tax pressure: where AI helps (and where it does not)

Employer NI and labour costs are squeezing UK small business hiring. Where AI genuinely reduces that pressure — and where it can't touch the problem at all. Not tax advice.

23 September 2026 8 min read
Marketing that fills the pipeline when you cannot add headcount

Marketing that fills the pipeline when you cannot add headcount

You can't hire a marketer right now, but the pipeline still needs filling. Here's a realistic look at what AI can and can't do about that.

23 September 2026 8 min read
Sales follow-up that does not die in the inbox

Sales follow-up that does not die in the inbox

Most lost deals in small businesses aren't lost to a competitor — they're lost to a follow-up that never happened. A practical look at why, and where AI genuinely helps.

23 September 2026 8 min read
Get paid without the awkward chase

Get paid without the awkward chase

Late payment is a documented, ongoing problem for UK small businesses. Here's a practical, AI-assisted way to chase invoices that doesn't rely on you feeling comfortable being pushy.

23 September 2026 8 min read
Grow the book without hiring another pair of hands

Grow the book without hiring another pair of hands

Most UK small businesses can't add headcount right now. Here's the practical case for using AI to absorb more work with the team you already have, and where that plan breaks down.

22 September 2026 9 min read
Why most small-business AI pilots fail (and how to avoid it)

Why most small-business AI pilots fail (and how to avoid it)

AI pilots drift when nobody owns the test and success is undefined. Set one task, one nearby metric and one decision date.

14 July 2026 7 min read
Pick one AI workflow and stick with it for 30 days

Pick one AI workflow and stick with it for 30 days

AI progress stalls when every week brings a new tool. Choose one repeated workflow, give it an owner and measure it for 30 days.

12 July 2026 7 min read
Shadow AI in small teams: what your staff are already pasting

Shadow AI in small teams: what your staff are already pasting

Your team may already be using ChatGPT out of sight. Map the tools, inputs and account types with a simple inventory before writing a policy.

10 July 2026 6 min read
My AI Apprentice

Helping non-technical adults use AI on their own terms. Imprint partner: Foundry Works Press.

Stay in the loop

Not ready to join yet? Drop your email and I'll keep you posted.

© 2026 My AI Apprentice / Foundry Works Press. All rights reserved.

Built with intention, not hype.