Image Processing Workflow & Automation (2025)

From ad-hoc scripts to auditable pipelines: ensure consistency, traceability and velocity.

Why automate

Reduce manual error, guarantee reproducibility, accelerate coordinated delivery.

Ingest → normalize → convert → optimize → validate → deploy.

Visual diff, compression metrics, integrity checks.

Alert when a format change produces overweight assets or breaches defined thresholds.

Deterministic jobs with traceable reports & artifacts.

Local: control & privacy. CDN: scale & cache. Hybrid: critical pre-process + adaptive edge.

Prototype compression & conversion parameters locally before codifying in a stable CI pipeline.