4/18/2026 · 5 min
Stage: symptom
Where to start with AI in an SME
Before selecting tools, clarify processes, data readiness and expected ROI.
The common mistake is starting from technology rather than from the operational problem to solve. AI and automation matter only if they improve a business metric.
That is why the right entry point is data-readiness assessment: data quality, availability, ownership and system integration.
Once these elements are clear, select 1-2 high-return use cases and build a realistic roadmap.