Session: Deploying AI in Scale at Global Enterprises
AI holds the promise of transforming every industry. However, successful deployments of AI are limited to the consumer internet industry so far. What are the challenges? How do we bridge the gap between research breakthroughs and practical production deployments?
In this talk, I’ll describe some key challenges facing AI deployments, introduce a typical lifecycle, and also discuss some design considerations to ensure robustness as well as the generalizability of AI systems.
- Enterprise software
- Innovation partnership
Evelyn Mei is a Senior Product Strategy Manager at Oracle. She successfully launched Oracle Logistics Machine Learning and Oracle Logistics Digital Assistant, and deployed them at Fortune 500 companies.