Case Study: a multinational technology company achieves real-time telemetry analytics with Molecula

Multinational Technology Company - Customer Case Study

A multinational technology company aimed to develop a preventive maintenance program by combining its massive telemetry data with CRM, product, and support information. The challenge was that the high volume and complexity of the data, generating multiple terabytes of updates daily, made it impossible to prepare for analysis and query in a timely manner using its traditional data lake. The effort and latency prevented the company from solving its core business problem.

Molecula implemented its Virtual Data Source (VDS) to solve the underlying latency issue. This solution reduced the engineering time required to prepare data by 50% and cut infrastructure costs by 10x. Most importantly, it enabled sub-second, ad-hoc queries and real-time joins across all datasets, allowing customer service teams to make data-informed decisions instantly and unlocking new revenue opportunities.