saas3 months engagement3 minute read
Serverless video-processing migration for a media workflow
An anonymized media software team needed to reduce manual scaling and make video processing more elastic. We migrated eligible transcoding work to event-driven managed services with queue monitoring, retries, and storage lifecycle controls.
Scale-to-zero
Eligible workloads
Retries
Failure handling
Lifecycle
Storage policy
COGS
Cost visibility
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