The client’s analytics platform managed massive video streams from enterprise surveillance and monitoring systems. But frequent frame drops, decoding errors, and timestamp mismatches disrupted event accuracy and delayed alerts. 

Solution   

Calsoft partnered with the client to stabilize and synchronize their end-to-end video processing pipeline. 

• Unified ingestion from varied video sources 
• Improved decoder fallback and error handling 
• Synced timestamps for accurate event mapping 
• Automated deployment and validation across sites 

This ensured real-time detection with reliable, frame-level precision.