AI strategy guides for business owners — ROI calculations, build vs buy decisions, and how to avoid the mistakes that kill AI projects.
22 articles
Every 2026 price I could verify in one place — four named public sources whose ranges disagree by more than 10x, the reason they disagree, and the multipliers that actually move a quote.
Where a ChatGPT or Copilot subscription is enough for your business, and where a custom AI build starts to win.
Seven agencies for 10-500 person companies: what each actually builds, how they engage, published price ranges where they exist — and an honest disclosure that mine is on the list.
Vendor prices look cheap next to a salary. Here are the four costs they leave off: setup hours, the internal owner, month-one corrections and error risk.
Off-the-shelf software is a subscription you pay for as long as you use it. Custom AI is built once. Here is how to find the break-even.
Eleven custom AI development firms compared for 10-500 person companies: who each one suits, how they engage and where they work. Mine is on the list, and I say so.
What Claude Fable 5 changes for business AI: long agent tasks that hold together, real memory and a 1M-token context.
A practical case for the boutique AI agency model — for 10-500 person companies that have outgrown SaaS but don't need a £500K Big-4 transformation. Real costs, real timelines, honest tradeoffs.
How I estimate the cost and time of a custom AI build before quoting: the 5-step framework I use, drawn from 50+ shipped projects.
What custom AI agents cost in 2026 across single-purpose, multi-tool and platform builds. What changes the number, and how agents differ from chatbots and automation projects on cost.
A practical comparison of custom AI development against ChatGPT Enterprise, Microsoft Copilot, OpenAI Agent Builder and other off-the-shelf tools. When custom is worth it — and when it's not.
Hire ML engineers or work with an AI agency? A practical breakdown of cost, time, risk, IP and how the decision actually plays out — from someone who has shipped both ways.
The 5 highest-ROI AI use cases for small business, real costs, off-the-shelf vs custom comparison, and a step-by-step playbook to get started.
Everything you need to know about custom AI development: what decides cost and timeline, build vs buy, and how to choose the right development partner.
Every year, 100 AI trends are predicted. Maybe 7 actually matter. Agentic AI, cost drops, multimodal models, regulation — here are the 7 that will change your business.
My 15 questions before hiring an AI development company: scope, data security, ongoing costs, wrong answers, training and how the price is set.
A simple formula to work out AI automation ROI before you commit, with three worked examples in hours and your own hourly cost.
Should you build custom AI or buy off-the-shelf? The real trade-offs — cost, speed, control, and ROI.
What AI chatbots, AI agents and full platforms cost in 2026, what drives the number, and how a fixed-price quote gets made. No fluff.
Five hidden costs of putting off AI, and a quick way to price the delay for your business.
The five mistakes that stop AI projects reaching production, and a framework for shipping AI that works.
A four-question framework to spot the AI opportunities worth building in your business, with no coding skills needed.
