unrealistsAI adoption for SMEs & mid-market
Small and medium-sized businesses—and many mid-market teams—know AI could help but not which use case to tackle first, what data they need, or how to avoid expensive vendor lock-in. We offer practical AI consulting for SMEs: a short plan, plain-language trade-offs, and hands-on help implementing pilots with senior practitioners, not generic transformation slides.
Where SMEs often get stuck
Too many AI tools, unclear ROI, GDPR and privacy worries, and no machine learning team. Leadership hears “you must adopt AI” while operations still run on spreadsheets, email, and ERP exports. We help you pick one or two problems first—customer support load, document processing, internal knowledge search, management reporting, or process bottlenecks.
How we help you start
A short AI readiness workshop to map processes, data, and constraints; a prioritized backlog with effort and risk; and optionally a focused AI PoC so you see results before a larger program. We explain LLM vs automation vs integration options in language your management team can use.
What success looks like
A working AI pilot integrated with how you already work, clear ownership on your side, realistic API and hosting costs, and a decision to expand or stop. We often work as extra capacity alongside your IT department, existing software vendors, or a lean internal dev team.