Latest Research
Whitepaper · 2026
New
The Industrial SIF Prevention Framework
Why incident data alone misses high-consequence exposure — and how exposure-based AI models change the game. Based on deployment data across enterprise manufacturing and logistics operations.
85% of SIF events involve high-energy hazards — often invisible to standard incident reports.
40–60 hidden exposure events detected per week, per site, within the first 30 days.
60–80% reduction in critical proximity events within 60–90 days of deployment.
60–80%
reduction in critical proximity events
40–60
hidden exposures per week per site cluster
<30
days to first actionable exposure map
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