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Enterprise AI Strategy for Pilot Flying J

Project type

Enterprise AI Transformation

Location

USA

Date

2024

Architected and delivered an enterprise-wide AI strategy and multi-year product roadmap for Pilot Flying J, spanning marketing, B2B sales, store operations, logistics, and support functions (IT, HR, Legal).

Employed a rigorous solution design process to align customer needs with business objectives, resulting in a suite of AI products that unlocked $60M in revenue.

Model selection was driven by thorough benchmarking and value analysis, balancing performance, cost, and interpretability. Key performance indicators (KPIs) were established for each AI product, tracking model drift, business impact, and return on investment. This data-driven approach facilitated agile iterations and rapid scaling of successful initiatives across the organization.

© 2024 by Winnie Wu.
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Phone

312.813.8868

Email

Location

San Francisco Bay Area

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