The Librarian Who Wants You to Slow Down—Why 95% of AI Implementations Fail cover art

The Librarian Who Wants You to Slow Down—Why 95% of AI Implementations Fail

The Librarian Who Wants You to Slow Down—Why 95% of AI Implementations Fail

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Jill Heinze

Bio

Jill Heinze helps startups turn AI risks into competitive advantages. A former academic librarian turned AI strategist, she founded Saddle-Stitch Consulting after spending two decades in market research, competitive intelligence, and digital strategy. As former Research Director at a major consultancy, she built responsible AI frameworks for Fortune 500 clients and founded the firm's first executive AI governance committee. Her superpower? Using research methods to uncover real risks before they become expensive problems. She hosts Responsible Tech Talks on LinkedIn Live and serves as Responsible AI Program Director for the American College's Cary M. Maguire Center for Ethics in Financial Services.

Intro

Jill Heinze, the founder of Saddle Stitch Consulting and a distinguished UX researcher, elucidates the critical intersection of technology and human experience in our discussion. She emphasizes that the rapid advancement of AI should not eclipse our responsibility to consider its impact on individuals and society at large. Throughout the conversation, Jill highlights a staggering statistic: 95% of organizations fail to achieve return on investment from their AI initiatives, attributing this failure to a lack of understanding of user needs and the inherent risks of technology implementation. We delve into the imperative for founders to engage with their teams and audit AI usage within their organizations to mitigate potential pitfalls. Ultimately, Jill advocates for a paradigm shift in how we approach technology, urging us to prioritize thoughtful engagement over reckless acceleration.

The dialogue with Jill Heinze, a prominent figure in user experience research and the founder of Saddle Stitch Consulting, unfolds a critical examination of the intersection between technology and human experience in the context of artificial intelligence. Jill articulates a profound concern: the hasty deployment of AI technologies without a thorough understanding of their implications poses substantial risks not only to organizations but also to the individuals who interact with these technologies on a daily basis. Through her extensive background as a librarian and UX researcher, she underscores the necessity of grounding technology in real human experiences rather than abstract notions. Her insights urge founders to prioritize the well-being of users and to engage deeply with the communities affected by their technological innovations. In a landscape where 95% of organizations reportedly fail to realize a return on investment from AI initiatives, Jill's perspective becomes an invaluable guide for those looking to navigate the complexities of integrating AI responsibly. She emphasizes the importance of asking critical questions about the potential repercussions of new technologies and advocates for a shift in mindset from mere risk management to recognizing opportunities within those risks.

The episode serves as a clarion call for a more human-centric approach to technology, reminding us that the decisions we make in the realm of AI will shape our collective future. The conversation with Jill Heinze delves into the often-overlooked aspect of technology's impact on human lives, presenting a compelling case for responsible AI implementation. Jill shares her journey from librarian to UX director and now to founder, highlighting the lessons learned along the way. She reflects on the inherent unpredictability of technology and the necessity of embedding a human perspective in AI governance. The discussion reveals that technology does not exist in isolation; rather, it interacts with human behaviors, expectations, and societal norms. Jill's experiences illuminate the challenges faced by organizations that move too quickly without proper consideration of...

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