Case Study
1
The Challenge
High query volume peaks led to latency spikes in real-time streaming audio transcription pipelines.
Our Strategy
We introduced dynamic memory-mapped buffers and optimized distributed pipeline routing to scale computational clusters elastically.
The Impact
Transcription latencies stayed under 100ms even at peak volume, with a 35% reduction in GPU utilization costs.
