Future of Work
Knowledge work is being remade in real time. Careers are no longer ladders to climb; they're portfolios to compose. We build the intelligence layer for that new reality, so people can navigate change with clarity instead of anxiety.
Intelligence for the future of work.
Coefficiency is a public benefit corporation building AI that restores human dignity to professional life, so people can find where they flourish (not just where they fit).
Mission
A world where opportunity finds people, not the other way around.
The cost of doing is collapsing. Judgment, taste, and trust remain scarce. Coefficiency builds intelligence systems that surface what each person uniquely offers, and connects them to the work where they can do their best.
We believe professional decisions should be made with complete information, confidently rather than as a gamble. And we believe that's a public good worth building like one.
Focus
Where we put our weight.
Three commitments shape every product decision we make.
Human Dignity
Every person carries irreplaceable judgment, pattern recognition, and lived experience. We design systems that recognize what's distinctive about each individual, instead of reducing people to keywords on a résumé.
AI for Good
AI is the most consequential technology of our generation. Whether it concentrates power or distributes it is a design choice. We build with the conviction that AI should expand human agency, and we measure ourselves against that bar.
Structure
Built like the change we want to see.
Mission isn't a slogan; it's a structural choice. Here's how we've set ourselves up to keep one.
Public benefit
Coefficiency is incorporated as a public benefit corporation. Our charter binds us to consider impact on people, workers, and the broader public alongside commercial outcomes.
Long-term horizon
We're building for decades, not quarters. That changes which problems we take on, which trade-offs we accept, and how we treat the people we work with.
Operator-led
Founded and run by operators who've lived these problems from every side (job seeker, hiring manager, founder, leader). We build for the careers we wanted.
Work is how most of us spend our lives.
It deserves better infrastructure.
Coefficiency is small, deliberate, and building for the long arc. If that resonates, we'd love to hear from you.
hello@coefficiency.net →