Engineering · Corporate

The lunch-rush data gap: optimising amenity spaces with vision AI

Retailers have run queue analytics for years. Corporate offices haven't. The cafeteria, the lobby and the breakout zones are where the hybrid-attendance anchor lives - or doesn't.

A queue at a corporate cafeteria counter at lunchtime
Amenities are the anchor that pulls people back into the office - if they aren't bottlenecks

The modern office isn't just about desks; it's about the collisions that happen in common areas - cafeterias, lobbies and breakout zones.

These spaces are also where the friction lives. A 15-minute wait for coffee is lost productivity, lost morale and a slow argument against coming into the office at all.

01 · QUEUE MANAGEMENT FOR THE CORPORATE CAMPUSQueue management for the corporate campus

Retailers have used queue analytics for years. Corporate offices should too. Retail-grade logic applied to office amenities gets you:

  • Cafeteria alerts. Detect when queue lengths exceed 5 people and alert catering staff to open additional registers.
  • Lobby flow. Monitor guest waiting times during peak morning arrival - the period that sets the tone for the whole day.

02 · THE HYBRID ANCHORThe hybrid anchor

Amenities function as the magnet that drives office attendance. When the experience is frictionless, employees return. When the cafeteria is chaos and the lobby is a queue, remote work becomes more appealing.

A privacy-first occupancy layer ensures amenities serve the workforce effectively rather than producing the bottlenecks that make people work from home instead.

If your building can't answer one of these questions yet, we should talk.