From Ivory Tower to App Store: Launching an AI-Powered Negotiation Tool
AI-Driven Solutions GTM & Commercialization
How do you turn negotiation theory into an AI product people actually want to use?
CLIENT
A U.S.-based researcher in negotiation science with Ivy League credentials and one big goal: translate research into real-world impact. The vision? A digital product that could democratize negotiation skills, backed by science, powered by AI.
THE PROBLEM
Turning world-class research into a scalable product is no small task. The core challenge wasn’t the science — it was the strategy.
What part of negotiation should we tackle first? How do you distill dense academic frameworks into tools people actually want to use? And how do you deliver it all through a compelling, interactive experience that feels more app than assignment?
Oh — and did we mention it had to be built in just a few months?
OUR APPROACH
We led the MVP strategy and product development for a first-of-its-kind negotiation web app — and made it work.
We found the perfect market entry. Through user research and competitive analysis, we zeroed in on Compensation Strategy as the sharpest wedge into the negotiation space — high impact, emotionally resonant, and underserved by existing tools.
We made the science interactive. We worked closely with LLM scientists and negotiation experts to translate theory into action — integrating scientific prep frameworks into AI-powered, guided workflows.
We built smart, engaging features. Using ChatGPT and custom GPT-based tools, we created simulations, prep tools, and gamified scenarios that help users master compensation conversations in real time.
We shipped the MVP. Working with developers and designers, we delivered a fully functional, beautifully designed MVP in under four months — ready for pilots, partners, and users alike.
THE RESULTS
A ready-to-launch digital product that brings academic insights into the hands of real users — empowering people to negotiate better outcomes with confidence and structure.
The app is now poised for real-world testing, further development, and broader commercialization — all while staying true to its scientific roots.