Insights

Thinking on the intelligence layer for the built world.

Architecture, data philosophy, and the commercial case for privacy-first spatial intelligence — from the team building it.

Malls & Retail April 2026 · 9 min read

Footfall is not a vanity metric. Here is what mall operators actually do with it.

The gap between raw footfall counts and tenant performance intelligence is where the real value lives. We map the full chain from camera to commercial decision.

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Out-of-Home Media April 2026 · 6 min read

Attention measurement in OOH: from CPM estimates to vision-verified impressions.

CPM-based OOH buying is a thirty-year-old approximation. Vision-verified attention measurement changes the currency the market trades on. The infrastructure already exists.

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Construction March 2026 · 8 min read

The camera estate on a construction site is the most underused safety tool in the industry.

Safety compliance on large construction sites is still largely manual. The cameras to automate it are already mounted. This is the gap Canopy closes for developers.

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Platform March 2026 · 10 min read

Edge inference and why video should never leave the building.

Cloud-based video analytics creates a network of surveillance endpoints. Edge inference closes that threat surface entirely — and produces better results on a lower bandwidth budget.

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Smart City February 2026 · 8 min read

What sovereign developers actually need from a spatial intelligence platform.

The intelligence requirements of a new city district are different from a retrofit mall deployment. We examine the data architecture that scales from a single site to a multi-district intelligence estate.

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