AI strategy9 min read
AI Adoption for Small Business: A Step-by-Step Guide
A practical seven-step plan for AI adoption in a small business: pick the right first use case, run a safe pilot, measure results and scale what works.
Find out whether automating a recurring task with AI pays off, with review time and running costs included rather than ignored.
ROI = (value of time saved in year one − setup cost − 12 months of running costs) ÷ (setup cost + 12 months of running costs). Saved time only turns into money if it is used for other valuable work or reduces paid hours.
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It is what an hour of work really costs the business: gross salary plus employer contributions, benefits and a share of overheads, divided by the hours people actually work productively.
AI output usually needs checking. If you leave out review and correction time, the calculator overstates the saving, and the business case falls apart once the system is live.
Only if the hours are used for other valuable work or reduce paid hours such as overtime or temporary staff. Otherwise the saving is real capacity but not cash.
There is no universal benchmark. Many businesses look for payback within a year for small automation projects, but the right threshold depends on risk, strategic value and your cost of capital.
AI strategy9 min read
A practical seven-step plan for AI adoption in a small business: pick the right first use case, run a safe pilot, measure results and scale what works.
AI strategy7 min read
An AI readiness checklist for SMEs covering goals, processes, data, tools, security, people, governance and budget, with a simple scoring method and next steps.
Costs & ROI8 min read
A step-by-step method to calculate AI automation ROI: time saved, review effort, running and setup costs and payback, with a worked example and common traps.
Automation & agents7 min read
How to decide which business tasks to automate with AI: a five-factor scoring method, examples by department, tasks to avoid and a shortlist template.
Estimate what an LLM API costs per request, month and year. Compare three price scenarios side by side and turn sample text into a token estimate.
Build clear, structured prompts for ChatGPT, Claude, Gemini and other AI assistants from role, task, context, format and rules. Free, with ready-made templates.
Answer a few questions to see which EU AI Act risk category your AI system likely falls into and which obligations apply. Free orientation, not legal advice.