Retouching Escalation Triage (Delivery)
A sequence with 7 steps: Classify each incoming asset as pipeline work or retouch work before it enters a queue.
By InnovaAI ResearchPublished
What are the steps?
Retouching Escalation Triage (Delivery)
- 01
Classify each incoming asset as pipeline work or retouch work before it enters a queue
Pipeline work covers compression, format conversion, and resizing. Retouch work covers compositing, skin and product cleanup, and anything a client will judge at full resolution. Route the two streams to different owners on day one.
- 02
Score the asset against the client's brand-nuance threshold
Flag anything where color accuracy, texture, or typography placement carries brand equity. A hero product shot and a blog thumbnail should not share the same review bar.
- 03
Send pipeline work through automated compression and format conversion with a fixed quality ceiling
Set a target file-size budget per placement (for example under 200KB for above-the-fold hero images) and let tools such as Imagify or MageCDN hold that line without a human in the loop.
- 04
Hold retouch work for a named human editor with the original source file attached
When only a flattened PNG or JPEG exists, layer recovery tools like Magic Layers or IntoLayers can rebuild editable structure, but treat the output as a starting point, not a finished asset.
- 05
Run a side-by-side check at 100 percent zoom against the approved brand reference
Compare skin tones, shadow detail, and edge halos. Automated passes routinely soften fine texture, which reads as cheap on premium packaging and beauty work.
- 06
Log every escalation with the reason code and the editor who handled it
Reason codes (color drift, artifact, missing source file, client revision) build the dataset you need to decide which asset types should never be automated in the first place.
- 07
Feed the escalation log into the next retainer review as a scoping input
If retouch escalations exceed roughly a fifth of monthly asset volume, the retainer is underpriced or the intake brief is too loose. Adjust one of the two before adding headcount.