C. H. Robinson (CHRW) 47th Annual Raymond James Institutional Investor Conference summary

Market overview and performance

• Handles 37 million shipments annually with $23 billion in freight under management, serving 75,000 customers and 450,000 carriers.

• Focuses on four core modes: truckload, LTL, ocean, and air, aiming to outgrow the market and expand margins.

• Lean AI operating model, combining experienced logisticians, AI technology, and process discipline, has driven outperformance for 8–11 quarters.

• Freight demand remains muted across manufacturing, retail, and housing, while cost pressures from Q4 have continued into Q1.

• Despite market challenges, achieved strong gross and operating margins and outgrowth in a difficult cost environment.

Cultural and operational transformation

• Introduced lean principles to foster radical transparency, problem-solving, and speed, shifting from problem admiration to resolution.

• Lean culture has increased employee engagement, speed to development, and a renewed focus on winning.

• Productivity has improved over 40% in recent years, with lean and AI working symbiotically rather than as separate initiatives.

• Committed to evergreen single-digit productivity improvements, with double-digit gains possible when leveraging breakthrough technologies.

• Lean operating model is seen as essential for effective AI deployment and sustainable business benefits.

AI strategy and impact

• AI agents now handle 100% of quotes at 30–40 times previous speed, reducing response time from 17 minutes to about 32 seconds.

• Automation has eliminated hundreds of hours of manual work and improved order-to-cash workflows.

• AI-driven quoting has increased win rates, gross margins, and customer satisfaction by enabling sophisticated, timely responses.

• Internal build culture leverages 450 engineers and data scientists to create bespoke AI solutions, using large language models flexibly for cost and effectiveness.

• Proprietary data set of over 1 trillion points enhances pricing algorithms and informs AI models, creating a significant competitive moat.