MultiSensor AI survey finds 91% of logistics operators approve automation despite maintenance readiness gap
MSAI•Financial exposure
Financial exposure is large: 95% of VPs said a major downtime event could match or exceed annual automation spend; 55% invested $5 million-$25 million.
Survey findings on automation readiness
MultiSensor AI published “The Uptime Economy: 2026 Report” based on a Censuswide survey of 152 ecommerce logistics maintenance leaders.
The survey shows a maintenance-readiness gap: 91% implemented automation despite teams not being prepared to maintain it; 49% saw this more than once.
Downtime monitoring and operational disruption
Downtime risk appears under-monitored: only 10% continuously track all critical assets; 98% report at least one single point of failure.
Operational disruption also appears frequent: 80% reported six or more unplanned downtime events in the past 12 months; 36% saw increases.




