Measured outcomes
Time-to-publish: 36-72h → 12-24h
Throughput: 3× pre-migration capacity
Content-pipeline cost per hour: down 41%
240,000 hours processed annually with elastic scaling
A streaming media company’s content pipeline (ingest → encode → caption → quality-check → publish) ran on aging on-prem hardware. Time-to-publish was 36-72 hours; throughput capped well below content-acquisition pace.
AWS-native pipeline using MediaConvert, Transcribe, and custom Lambda orchestration. Auto-scaling absorbs peak content-acquisition periods. ML-assisted captioning + quality validation.
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