生成 AI に関するリーダー向けガイド

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Job RoleAcademic / ResearcherAdvisor / ConsultantBusiness ExecutiveDeveloper / EngineerEntrepreneur (Founder/Co-Founder)IT ExecutiveIT Professional or Technical ManagerPress / Media AnalystSales / MarketingSolution or Systems ArchitectStudentSystem AdministratorVenture Capitalist

Are you currently planning to review or invest in AI?Yes, in the next 1–3 monthsYes, in the next 3–6 monthsYes, in the next 6–12 monthsYes, timeline greater than a yearNo — undetermined or not interested

What is your biggest challenge with AI implementation & maturity?Data curation & hygiene / data readinessModernized infrastructureNo clear starting point or roadmapLack of in-house AI expertiseCompliance, security & governance considerationsUnclear ROI or cost at scalePricing & inference cost uncertaintyModel selection — unsure which model fits my use caseOther

Where is your organization in the AI implementation journey?Exploring / researching use casesRunning a proof of concept (POC)In pilot — not yet in productionPartially in production (1–2 use cases live)Scaling production deployments

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