Manufacturing operations generated sensor data, device logs, and business records across multiple systems. Analytics teams spent weeks consolidating spreadsheets manually. Insights arrived too late to influence production decisions, and floor managers lacked visibility into real-time performance. 

Solution 

Calsoft built a unified data lake using Hadoop and streaming ingestion pipelines. The platform automated data scrubbing, enabled live dashboards, and eliminated manual reporting workflows. 

• Ingested real-time streams from field devices and CRMs 
• Consolidated siloed databases into query-ready infrastructure 
• Automated analytics with pre-defined aggregation rules 
• Delivered visual dashboards for production metrics 

The platform scaled to handle high-velocity datasets while maintaining low-latency access for analytics teams.