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Jason Gee
Manager, Data Science ExxonMobilJason Gee is a Data Science Manager in the ExxonMobil Technology & Engineering Company (EMTech) for a team that is focused on deploying AI/ML applications for commercial, supply chain, and global projects organizations at ExxonMobil. He is passionate about finding new opportunities for applying advanced AI/ML techniques to solve business problems and create real business value. He has a BS in Chemical Engineering from University of California Santa Barbara (UCSB) and PhD in Chemical Engineering from Georgia Institute of Technology (Georgia Tech) where he focused on research in computer-based modeling of physical systems.
Main Conference Day 1 - February 24, 2026
2:10 PM Case Study: From Manual to Machine: How ExxonMobil Built a Smarter Way to Work with Documents through Generative AI
When every function across ExxonMobil came knocking with the same request of “We need a smarter way to interact with our documents”, the data science team knew an Enterprise-scale generative AI powered solution was the answer. The vision was to create a solution that empowered employees to ‘speak with their documents’, instantly summarizing complex technical reports, contracts, and operational manuals into actionable insights. The potential to drive productivity enterprise wide and eliminate hours of manual effort was undeniable.
However, building a scalable natural language processing capability came with various challenges. Accuracy was imperative, but the off the shelf large language model required rigorous fine tuning to reach a 95% accuracy rate. Furthermore, to realize business value the team had to anticipate and mitigate organizational bottlenecks that could hinder user adoption, ensuring human-led design was at the forefront. Future-proofing the solution was also non-negotiable. The system needed to evolve with the rapid pace of innovation in generative AI, enabling intelligent contract analysis, cost-saving opportunity detection, and real-time negotiation support. In this session Jason will walk through ExxonMobil’s phased deployment strategy for this transformative generative AI tool.
Check out the incredible speaker line-up to see who will be joining Jason.
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