Adopting AI in an SME: the roadmap for the first 90 days
Successfully adopting AI in an SME is not a major IT project but a structured 90-day process: foundations and rules first, then a focused pilot, then the rollout with measurement. Taking this route avoids the two most common mistakes – waiting for years, and uncoordinated sprawl.
The following roadmap has proved itself in practice and can be adapted to your size and industry.
Days 1–30: lay the foundations
Three things need settling at the start: where does the team stand today (take stock, including shadow AI)? Which rules apply (a short AI policy with clear data categories)? And which tool will be provided officially? When choosing the tool, what counts is data protection (hosting in the EU or Switzerland, no training, a DPA), model choice and easy administration – the decision should be made in this phase, not after months of evaluation.
Days 31–60: pilot with real use cases
The pilot works best with a motivated team of five to fifteen people and three to five concrete use cases from their daily work – drafting correspondence, summarising documents and searching internal knowledge, for instance. Important: short weekly catch-ups where prompts that work get shared. That's how the internal experience builds up that later carries the rollout.
Days 61–90: rollout and embedding
With the pilot's findings in hand, you roll out: training for everyone (short and practical, using the examples tested internally), assistants for the most common tasks, and clear responsibilities for operation and further development. Success becomes measurable through simple indicators: active use per week, time saved on standard tasks, and the quality of results in the judgement of the specialists.
The most common pitfalls
Four mistakes come up again and again:
- Introducing a tool without rules – or rules without a tool
- Too many use cases at once instead of three that stick
- Training as a one-off mandatory session instead of an ongoing exchange
- No owner – adopting AI needs someone in charge with a mandate
Frequently asked questions
What does adopting AI cost in an SME?
The main costs are licence fees per user and the internal time for the pilot and training. Against that stand the time savings on standard tasks, which the pilot measures directly – a solid basis for the decision.
Which use cases should you start with?
With frequent, time-consuming text tasks that don't involve delicate decisions: correspondence, summaries, minutes, knowledge search. They deliver quick, visible benefit and carry little risk.
Does an SME need external consultants for this?
Not necessarily. With a clear roadmap, a simple platform and an internal owner, most SMEs get there well enough on their own. External support pays off selectively – for the policy, say, or for industry-specific compliance questions.
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