The problem
Fashion e-commerce brands need a steady stream of product imagery that's visually consistent and meets strict marketplace standards. Traditional photoshoots are slow and costly, and they're hard to scale across thousands of SKUs while keeping everything on-brand. Imagery has a direct effect on conversion, so bottlenecked production can mean delayed launches.
The approach
Photogenix turns existing product inputs into campaign-ready images and videos, so teams can reduce their reliance on repeated physical shoots. It covers the common e-commerce needs — on-model imagery, flat-lay enhancement, background changes, UGC-style content, and product videos — and keeps everything consistent through shared brand resources like models, backgrounds, poses, and styling references.
Picking it up mid-project
I joined the team while Photogenix was already in flight. When the previous PM moved on, I stepped in to own it — getting up to speed on the users, workflows, and roadmap, and keeping things moving without a gap in ownership.
What the product does
The platform brings several creative workflows into one place:
- On-model generation — turn flat or product shots into model-worn imagery, with audience-aware styling, for catalogue, PDP, and marketplace use.
- Background change & flat-lay — produce clean studio, lifestyle, or top-view shots while preserving product identity.
- Ghost mannequin & swatch-to-product — present apparel cleanly, or visualize a fabric swatch as a finished product.
- UGC, ads & video — generate social/campaign creative and short product videos from the same product asset.
- Studio X batch production — a batch workflow for larger catalogues: bulk import, per-row configuration, generation, QC, and export.
- Render history & resources library — a shared gallery to review, regenerate, and quality-check outputs, plus reusable brand assets that keep teams consistent.
What I worked on
- Helped shape the roadmap as the product evolved, prioritizing based on client feedback and day-to-day operational needs.
- Built AI-assisted post-generation editing workflows with Codex, reducing reliance on external editing tools by around 75%.
- Worked with engineering to streamline image production and shorten timelines by roughly 3× through rapid prototyping.
- Ran product demos, feedback sessions, and POCs with clients to support studio conversions.
- Supported operations during high-volume cycles as the platform processed 1M+ visuals.
Outcomes
- Over 1M visuals processed for Indian retail and fashion brands.
- Around 75% less reliance on external editing tools.
- Roughly 3× faster shipping and development timelines.
- Studio client conversions supported through tailored demos and POCs.
What I'd look at next
[Optional — add a line or two in your own words: where you'd take Photogenix next, e.g. tighter brand-kit automation, smoother onboarding through Copilot, or consistency/quality scoring across renders. Happy to draft this once you tell me your direction.]