OS for Physical
Spaces
Perceive. Understand. Act.
Causal AI that answers "why" for physical space operations.
Request a DemoSpaceAct builds the digital brain for physical spaces.
Born from HK PolyU industry-academia research, we combine causal inference, spatial analytics, and deep learning to help retail operators make decisions they can trust.
Four Layers of Intelligence
From Data to Causal Understanding
Descriptive
What happened?
See your space as it truly is — foot traffic, dwell time, heatmaps, conversion rates. Real-time visibility into every corner.
Predictive
What will happen?
Forecast traffic, revenue, and trends. Know what next weekend looks like before it arrives.
Prescriptive
What should we do?
Get actionable recommendations. Optimize layouts, staffing, and marketing with AI-generated strategies.
Causal
Why did it happen?
Go beyond correlation. Understand true cause and effect to make decisions that actually work.
Killer Scenarios
Questions no one else can answer
"Why is this shop not selling well?"
Move beyond guesswork. OS4PS decomposes conversion funnels across zones, time periods, and tenant types — then applies causal inference to isolate the root cause of underperformance.
"What if I move this shop here?"
Drag-and-drop spatial simulation. OS4PS models how layout changes affect foot traffic patterns, tenant synergy, and overall revenue — before you make costly decisions.
"How many visitors next Saturday?"
AI-powered traffic forecasting that goes beyond simple time-series. OS4PS accounts for weather, events, promotions, and spatial dynamics to give you accurate, actionable predictions.
Proven Results
Numbers that speak for themselves
Conversion uplift
Women's fashion brand
Revenue increase
Fashion Brand
Traffic optimization
Jewelry Chain
Turnover-based rent
Percentage rent model
Ready to understand your space?
See how OS4PS transforms physical space operations with causal intelligence.
Request a Demo