An SME is ready for an AI pilot when it can describe a useful task, provide suitable inputs and review the results. Readiness should be assessed against that task rather than a broad ambition to become an AI company.
Check whether the process has an owner and an understandable baseline. Examine data quality, access rights and the team's ability to recognize an incorrect output. A workflow with undocumented exceptions may need process clarification before model selection.
Estimate the effort for integration, review and support as well as the service cost. Choose a pilot whose failure can be detected and contained. For example, draft internal summaries before allowing the system to send commitments to customers.
Record the gaps and practical steps needed to address them. Start only when the team can evaluate the result and maintain a fallback. A readiness score is useful when it leads to specific decisions, rather than conceal important weaknesses in an average.
Open Sources Used
This page uses open and institutional references as a frame; the final decision still belongs to the company record, threshold and owner.
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Reading adjacent decision areas keeps the topic from becoming an isolated note.