05 — AI / Automation
AI Creative Factory
A reusable AI creative system that turns one product photo into colour-matched, localised video ads — built by Huggehub and used across our beauty clients.
100s
Creatives generated
- Client
- AI Creative Factory
- Industry
- E-commerce
- Market
- Morocco & Europe
- Year
- 2026
Technology
- Image generation models
- AI video models
- Voice synthesis
- CapCut drafts automation
- Python
- Meta Ads
Challenge
Beauty ads fatigue quickly, and every product needs versions for different offers, markets and languages. Traditional shoots and edits couldn't keep up with how fast the ad accounts needed new material.
Generic AI output was not acceptable: a gloss that looks the wrong shade in an ad creates returns and complaints.
Solution
We engineered a pipeline that starts from the real product photo, matches the colour of the product in every generated scene, writes and voices scripts in French and Darija, and assembles edit-ready video drafts.
Client feedback is built into the system as rules — one currency per market, the price stated in every voice-over, the real liquid colour — so each new batch starts at a higher standard.
Implementation
- 01Product photo to scene generation with colour matching
- 02Script, voice-over and subtitle generation per market
- 03Automatic assembly into editable video drafts
- 04Human review before any asset goes live
- 05Packaged as a versioned, reusable internal tool
Result
Hundreds of ad creatives generated across products, offers and languages.
Creative testing moved from waiting on production to choosing between ready variations.
Services behind this project
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