Case Studies

Examples of building alongside clients using AI as a thinking partner—moving from idea to product through rapid, grounded iteration.

Recent Case Studies

FortunateMatch: AI-Powered Networking That Works

Event networking defaults to whoever is standing near you. FortunateMatch replaces that with intent-based AI matching—attendees declare what they need, and the system surfaces the most valuable introductions in real time.

SoundPoints: A New Medium for Location-Based Audio

Audio content has no spatial dimension—until now. SoundPoints pins audio to GPS coordinates and unlocks it when you arrive. A two-sided marketplace for creators and explorers, currently in beta.

TrueUp: Turning Expert Knowledge Into a Paid Product

Skilled tradespeople give away expertise for free on the phone every day. TrueUp changes that—a video platform with AI summaries, annotations, and payments built for people whose value comes from knowing how to do things.

Helping a Team Understand the Bigger Picture

An advanced AI system needed category definition. We built a data-driven view of the market landscape to clarify positioning.

Reverse Engineering a Product from a 'Vibe Coder' Solution

A marketing expert's no-code solution worked until it didn't. We rebuilt it with proper architecture while preserving the original vision.

Using Generative Code to Bring an Idea to Life

A seasoned PR professional turned 25 years of experience into a scalable AI-powered tool in weeks, not months.