Managing critical facilities like data centers and hospitals is no small task. Precision, speed, and reliability are non-negotiable, as system failures can lead to downtime, financial losses, and even safety hazards. Traditional facility management methods often fall short in meeting these demands, relying on outdated records and reactive maintenance.

This is where Building Information Modeling (BIM) transforms the game. By integrating digital asset management, real-time tracking, and predictive analytics, BIM provides a smarter, data-driven approach to facility management.

When WeWork expanded into India, it was clear that a straightforward replication of its global model would not be effective. India’s diverse urban landscape, varying real estate costs, and distinct business needs demanded a localized approach. The key challenge was to develop a scalable yet revenue-consistent model that could cater to corporate clients, startups, and cost-conscious businesses, all while ensuring long-term sustainability.

It all begins with an idea.

Predictive policing uses geospatial modeling to forecast crime patterns and improve resource allocation. This study analyzes weapons violations in Chicago to identify high-risk areas, using a combination of spatial clustering, regression models, and kernel density estimation (KDE).