Open-source AI ad workflow

Build an AI UGC ad factory, not just another prompt.

AI UGC Factory packages product intake, asset mapping, reference control, prompt packs, QA gates, and demo galleries into a compact reusable system for enterprise-grade AI ad assets.

UGC

Hex Bot workflow

A small hexagonal bot mascot guides the production line from brief to assets, prompts, rendering, QA, and batch learning.

01 Intake

Capture product truth, audience, offer boundaries, claims, and forbidden assumptions.

02 Assets

Rename and map product images, videos, references, and webpages by visual function.

03 Prompts

Write beat-level UGC prompts with real model-readable product inputs and QA gates.

How the factory works

A 15-second AI-generated explainer of the production line: real product assets → references → beat prompts → QA gate → batch-ready ads.

AI UGC Factory explainer

Download MP4

Demo videos

Watch the release demo videos directly on this page. Large media files are hosted as GitHub Release assets instead of being committed to git.

Matrix launch link coming soon

Start with the open-source repo. The Matrix product link will be added when it is ready.