7 days. 3 weeks. Hours. Three versions that show how continuous development actually works.
The financial sector needed a way to track AI developments across credit, risk, and banking — without hiring a team of editors. We built the first version in one week.
V1 proved the concept. V2 turned it into a real product. Same FigSamurai Studio subscription, same speed — just the next version.
V2 was a full production platform, but aggregating articles carried copyright risk. Instead of patching the problem, we pivoted the entire product — in hours, not months.
V3 transforms AI Credit News from an article aggregator into a daily AI-generated analysis product. After four daily scrape cycles collect articles, a Sonnet-powered AI synthesizes an 800–1,200 word briefing organized by theme — not by source — with "why this matters" analysis and links to originals.
This isn't just a case study about building fast. It's about what happens after launch — and how each version gets faster.
Most agencies deliver a project and disappear. With FigSamurai Studio, you get continuous development — your product keeps evolving, version after version, without starting over. And because we accumulate context and knowledge about your product, every version ships faster than the last.
FigSamurai Studio builds, iterates, and evolves your product — not just once, but continuously.