Home / Case Studies

Products we've built

Not mockups. Not concepts. Products with real users and real revenue, plus the architecture we chose and why.

VoiceBrief.io

Turns lecture notes and papers into professor-grade audio lectures, with spaced-repetition quizzes and Q&A. Claude is the backbone across four layers: OCR, lecture generation, quizzes, and Q&A. Audio runs on self-hosted Kokoro TTS. Concept to paying customers in weeks, with auth, payments, and monitoring live on day one.

Read the case study →

Your product could be next.

MVP development, AI automation, or consulting. Tell us what you're building and we respond within 24 hours.

Start a Project

AI for Business Newsletter Weekly AI tools, automations & strategy. No fluff.

MVPLab

Build fast. Ship faster.

MVP Development AI Automation AI Consulting Case Studies Free Tools How We Build AI Recipes Blog Newsletter Email