The Bumpy Road from AI Experiment to Real-World Impact
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Technology Issues - Many pilots use gen AI for the wrong use cases where it is not the best technology to address the business need.
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Change Management Challenges - Moving from pilot to production requires overcoming difficult change management hurdles within organizations.
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Unanticipated Risks - Pilots can present unexpected security and intellectual property risks.
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Unclear ROI - The return on investment from pilots is often hard to quantify, making it difficult to justify moving them into production.
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Budget Constraints - Funding pilots and productions deployments of gen AI is expensive and difficult with tight tech budgets.