Brilliant day yesterday at the AWS GenAI and Data conference, where the focus was refreshingly grounded in the practical realities of bringing AI into production within organisations - moving well beyond the usual hype. The journey towards AI integration, while promising, is filled with challenges that go far beyond just technology. Key takeaways centred on delivering tangible customer value, aligning AI efforts with business KPIs, and the importance of embedding business stakeholders directly into development teams.
Holistic change management and leadership enthusiasm are crucial, as is being realistic about data maturity. Attendees stressed the importance of responsible AI, 'learning and tweaking' throughout deployment, and the need to focus on both automation and augmentation, especially when addressing complex use cases like customer support.
The message was clear: the gap between proof-of-concept and production is vast, with less than 10% of prototypes making it through. To bridge this, organisations need to embrace 'whole system change', tackle the cultural shifts required, and prioritise delivering value through improved processes. Ultimately, it’s not just about data - it’s about creating measurable impact through AI.
Senior Director and Site Leader - Data and Analytics, Ford Motor Company
9moWay to go !! Craig Brabec