AI for SMEs
Playbook
A practical 30/60/90-day roadmap for adopting AI in your small or medium-sized business. Realistic steps, honest budgets, no jargon.
Most SMEs know they should be doing something with AI, but don't know where to start. This playbook cuts through the noise. In 90 days, you can go from zero to a working AI implementation that saves your team real time and money.
You don't need a data science team, a six-figure budget, or a digital transformation strategy. You need one clear problem, clean data, and a willingness to start small.
Days 1-30: Discover & Experiment
The first month is about understanding what AI can actually do for your business, not what the headlines say. No spending required.
Audit your repetitive tasks
List every manual, repetitive task your team does weekly. Include time spent and error rates.
Assess your data
Check what data you have, where it lives, and how clean it is. AI needs good data to work.
Start with one free tool
Try ChatGPT or Claude for a real business task: drafting emails, summarising documents, or analysing spreadsheets.
Talk to your team
Find out what frustrates people most about their daily work. The best AI projects solve real pain points.
Days 31-60: Plan & Prepare
Month two is about choosing your first real project and getting everything in place to execute it successfully.
Pick your first automation
Choose the highest-impact, lowest-complexity task from your audit. Invoice processing, meeting notes, or email triage are common starting points.
Set a budget
Most SMEs start with £2,000-£5,000 for a pilot project. Expect results within 30 days.
Find the right partner
Look for UK-based consultancies that offer free strategy sessions. Avoid vendors who lead with technology, not problems.
Measure a baseline
Record how long the task takes now, how many errors occur, and what it costs. You need this to prove ROI later.
Days 61-90: Launch & Learn
Month three is where it gets real. You deploy, measure, and start building the case for what comes next.
Launch your pilot
Deploy your first AI solution in a controlled environment. Start with a small subset of data or users.
Train your team
Run a short training session so people understand what the AI does, what it doesn't do, and how to use it.
Measure and document results
Compare against your baseline. Document time saved, errors reduced, and cost impact.
Plan your next move
Use pilot results to build a case for expanding AI to other areas of the business.
Realistic Budget Guide for UK SMEs
What you can expect to invest at each stage. These are real UK market rates based on projects we've delivered.
Getting Started
£0 - £500/moFree AI tools (ChatGPT free tier, Claude), basic automation (Zapier free tier), self-service learning.
First Pilot
£2,000 - £5,000Single automation project or basic chatbot. One-off cost with measurable ROI within 30 days.
Growing
£500 - £2,000/moAI tool subscriptions, ongoing automation, regular training sessions for staff.
Scaling
£5,000 - £20,000/moCustom AI development, multi-department automation, dedicated AI strategy support.
Common Mistakes to Avoid
Trying to do too much at once
AI transformation is not a big bang. Pick one thing, prove it works, then expand.
Ignoring data quality
AI fed with messy data produces messy results. Clean your data first.
Not involving your team
AI that bypasses the people who do the work rarely succeeds. Involve them from day one.
Chasing technology over outcomes
Don't start with "we need AI." Start with "we need to solve X problem."
Expecting perfection immediately
First implementations are rarely perfect. Plan to iterate and improve.
When to Get Help
You can get surprisingly far on your own in the first 30 days. But consider bringing in specialist help when:
Related Resources
Ready to Start Your AI Journey?
Book a free 45-minute AI Strategy Workshop. We'll help you identify your highest-impact opportunity and build a realistic plan to get there.