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CASE STUDY / AI / CREATIVE SAAS

Lumen

An AI image studio that turns a text prompt into styled image sets, billed by credit packs.

Built the studio around a text-to-image pipeline — nine starter styles, one to four outputs per run, aspect ratios and seed locking — plus a credit wallet, a library with lightbox and history, and Google and X sign-in.

CLIENT
Lumen
YEAR
2025
STACK
Laravel, MySQL
ROLE
Build · Studio · Billing
01 / THE PROBLEM

What needed solving.

An AI image studio that turns a text prompt into styled image sets, billed by credit packs.

02 / WHAT WE BUILT

What we shipped.

An editorial brand identity for an AI image studio — an aperture mark paired with a "punctuation of light" wordmark, built into a flexible system for a product whose output is light itself.

03 / THE HONEST TRADEOFF

The hard part.

Generation can fail or run long, but users pay per image — so naively charging on request would bill people for nothing. We made credits a reserve-then-settle wallet: hold on submit, charge only on a delivered result, auto-refund on failure. More state to track, but billing stays honest.

04 / OUTCOME

What it shipped to.

A pay-per-generation studio with no subscription — users buy credits, run prompts across styles, and only spend on results they actually get.

The hard part was the image pipeline and the credit billing around it. They flagged exactly where the risk was up front, then shipped it clean. It's been running without us having to think about it.
Product lead · AI / creative SaaS
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