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How Expedia Group Builds AI That Lasts at Scale
Expedia Group standardizes AI development by prioritizing measurable business outcomes and a unified platform over bespoke stacks.
What: The company mandates that all AI projects must link to business metrics and operate on shared infrastructure to prevent fragmented toolchains across its engineering teams.
Why it matters: This approach aims to move enterprise AI beyond experimental prototypes into long-term, maintainable production systems by aligning incentives between product teams and platform engineering.
Original article
Expedia Group's AI framework rests on key requirements: every model must tie to a measurable business outcome, be built on shared platform foundations rather than a bespoke stack, and have defined owners across business, product, AI, and operations
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