Key findings
Transfer points remain the weakest links
Customs clearance (28%) and in-transit handovers (24%) are the most vulnerable stages for temperature excursions.
Technology investment is shifting from monitoring to intelligence
Blockchain (64%), predictive AI/ML (53%), and analytics (54%) are emerging as core tools for resilience.
AI adoption is collaborative, not autonomous
More than half (52%) of respondents say AI provides recommendations but uptake is inconsistent, while 40% report balanced human–AI workflows.
Efficiency and compliance are driving AI use cases
Demand sensing (77%), compliance automation (59%), and digital quality control (48%) are the top priorities.
Scaling AI faces cultural and regulatory hurdles
Internal resistance (70%) and regulatory uncertainty (58%) far outweigh budget as barriers to adoption.
0%


