Use Cases

The same engine. Your industry's hazards.

Photo-to-Sim builds decision-based safety scenarios from photographs of your actual facility — personalized by role, language, and experience. Here's where it's deployed, and where it fits.

Where it fits

Built for environments where the stakes are physical.

Manufacturing & Industrial

Multi-source energy, moving machinery, and new hires with no industrial background. Train hazard recognition on the actual line — not a stock factory.

LOTO · machine guarding · forklift · chemical handling

Biotech, Pharma & Labs

Equipment that looks safe when it isn't. Scenario sets built from a machine's real failure modes, in the languages your operators actually speak.

Equipment failure modes · spill response · cleanroom protocol

Mining & Aggregates

Latent hazards crews walk past every day — the switch indicator, the gauge, the guard. Reinforcement between annual refreshers, built on your site.

Hazard recognition · rail & mobile equipment · confined space

Aviation & Air Medical

Ground operations around running aircraft, scene safety, patient loading. The highest-consequence minutes of every mission — rehearsed before they're real.

Ground handling · LZ / scene safety · base orientation

Construction & Field Services

Every site is different and crews rotate constantly. Site-specific orientation and high-risk task practice that reaches contractors before day one.

Excavation · fall protection · struck-by · new-site orientation

Logistics & Warehousing

High turnover, mixed languages, and powered equipment everywhere. Onboarding that workers recognize as their building — so it actually sticks.

Powered industrial trucks · dock safety · pedestrian zones
Deployments

Case studies.

Real environments, real crews, measured results.

Consultants & EHS platforms: bring us the deal.

If your clients need facility-specific training content, we're the build engine behind you — you keep the relationship, we make you look good. Register a deal and we'll help you close it.

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