breaking

Supply Chain AI Investments Face Reality Check as Demos Fail to Deliver

The freight industry's enthusiasm for artificial intelligence investments may be cooling as the gap between demonstration capabilities and real-world deployment widens. Eric Rempel, Chief Innovation Officer at Redwood, cited this challenge in recent comments.

Rempel warned that the sector is approaching what industry analysts call the Peak of Inflated Expectations, with a Trough of Disillusionment likely to follow. The challenge lies in translating polished demonstrations into functional systems that handle the messiness of actual supply chain operations.

"Everything goes wrong all the time," Rempel said, noting that clean test environments rarely reflect operational complexity. Success requires more than technology solutions—it demands integrated people and process changes across organizations.

Contrary to widespread layoff narratives, Redwood has expanded its workforce due to AI adoption. Rempel characterized recent workforce reductions elsewhere as corrections from pandemic-era overhiring rather than AI-driven displacement.