Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Help asset owners organize material without confusing a draft with a publishable file.
What do teams search for? Which version is approved? What restrictions must remain visible when the file is reused?
AI cannot infer usage rights from the image itself. Do not expose restricted client material through broader search permissions.
We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.
Pilot one campaign collection and ask users to find approved assets using the reviewed metadata.
Measure incorrect tags, ambiguous versions, missing rights information and search effort.
Save accepted metadata in the existing asset library and preserve original file references.
Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Check creative briefs for a clear audience, message, deliverables and approval process before production starts.
Explore this solution ↗Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.