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Job Role Academic / Researcher Advisor / Consultant Business Executive Developer / Engineer Entrepreneur (Founder/Co-Founder) IT Executive IT Professional or Technical Manager Press / Media Analyst Sales / Marketing Solution or Systems Architect Student System Administrator Venture Capitalist
Are you currently planning to review or invest in AI? Yes, in the next 1–3 months Yes, in the next 3–6 months Yes, in the next 6–12 months Yes, timeline greater than a year No — undetermined or not interested
What is your biggest challenge with AI implementation & maturity? Data curation & hygiene / data readiness Modernized infrastructure No clear starting point or roadmap Lack of in-house AI expertise Compliance, security & governance considerations Unclear ROI or cost at scale Pricing & inference cost uncertainty Model selection — unsure which model fits my use case Other
Where is your organization in the AI implementation journey? Exploring / researching use cases Running a proof of concept (POC) In pilot — not yet in production Partially in production (1–2 use cases live) Scaling production deployments
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