Uber Freight CTO: Focus on business fundamentals to win with AI in freight

Short summary

Uber Freight's CTO reports that 95% of AI proofs of concept fail in production rather than testing, emphasizing the need to focus on business fundamentals. His team successfully reduced document processing workload by more than half by prioritizing practical deployment over experimentation.

• •95% of AI POCs fail in production, not in testing
• •Uber Freight cut document processing work by over 50%
• •Focus on business fundamentals is key to winning with AI in freight

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