Session 4-D
Beyond Buzzword: The Power of Specialized GenAI
Forget one-size-fits-all! General-purpose language models are great for party tricks, but for real ROI, enterprises need specialized AI. Data security, cost, and accuracy roadblocks cripple generic AI solutions.
In this session, led by Modak, we’ll ditch the hypothetical and share the gritty realities faced when building real-world GenAI solutions. Buckle up as we unveil the challenges and hard-won lessons learned from the trenches.
Generic models, while relatively easy to implement do not generate acceptable performance characteristics. It is better to break down the problem and implement specialized AI. This approach resulted in 99% accuracy with lower costs. The journey continues in the implementation of Generative AI solutions at the enterprise level, which must solve issues such as user intent, data access control, PII detection, multi-language, multi-agent systems, profanity checking, and API integration.
Join this session to better understand the realities of a GenAI journey and the trade-offs and approaches you can use to overcome the roadblocks. Move beyond party tricks to a GenAI solution that drives ROI for your organization.
Speakers
David Paget Brown
Senior Vice President – Head of Operations, North America, Modak
Dr. Mark Ramsey
Managing Partner, Ramsey International LLC
