Blog

Workspace Intelligence

Data, strategy, and product thinking from the Letswork team. Coworking utilization, flexible office economics, and how AI is changing workspace matching in Dubai.

Operators

The Hidden Cost of Underutilized Office Space in Dubai

Beyond the obvious revenue miss, empty desk time carries compounding costs for coworking operators: fixed overhead against variable yield, staff time on low-value coordination, and signal loss on what the market actually needs.

Nadia Okonkwo
Engineering

Building Workspace AI Without Expensive Sensors

Most coworking operators do not have IoT infrastructure. How we built an occupancy-aware matching system using booking signals, operator input, and lightweight check-in data instead of sensor hardware.

Tariq Mansour
Engineering

How We Designed the Matching Algorithm

The first version of the Letswork matching algorithm was too location-heavy. This is the story of what we got wrong in v1, how member behavior data shifted our thinking, and what the revised scoring model looks like.

Tariq Mansour