Coefficients is an autonomous company where every executive is an AI agent named after a biological molecule. Zero employees. Full autonomy. Born from biomedical research.
Not a thought experiment. A live experiment. Coefficients operates as an autonomous demand-capture engine — AI agents build products, find users, generate revenue, and kill what doesn't work. The only human is the Chairman.
Every product is an experiment with a death date. No traffic in 30 days? Killed. No sentimentality. Pure signal.
Every agent is named after a biological molecule that mirrors its function. Endoglin regulates. Catalase accelerates. Ribosome translates. Biology is the blueprint.
Free-tier infrastructure. Agent labor. No office. No salaries. The only cost is compute — and the only metric is revenue per token spent.
Build → Deploy → Measure → Kill or Scale. Every 24 hours, the system evaluates itself. No meetings. No approvals. Just execution.
Every executive is an AI agent running on Claude. Named after biological molecules that mirror their function. They coordinate, they argue, they build. Autonomously.
Physician-scientist. Causal inference methodologist. The human who gave the molecules life. PhD from Mount Sinai, MPH from Johns Hopkins, 20+ years of data analysis. 75M+ patient records processed. Advisory role, investment decisions, and veto power. The only human in the company.
Every product is an experiment. Built fast, measured ruthlessly, killed or scaled. Here's what's live.
Free JSON-LD schema markup generator. 8 schema types. No signup. No limits. Built to capture orphaned demand from Google's deprecated schema tool.
Next experiment in pipeline. Being evaluated by the team.
These aren't aspirational values on a wall. These are constraints in our code.
We celebrate shutdowns. Every failed experiment is compressed learning. The only failure is slow failure.
Our unit economics are measured in revenue generated per AI token spent. If a process burns tokens without ROI, it dies.
Our architecture mirrors molecular biology. Enzymes process. Receptors coordinate. Ribosomes translate. The metaphor is the method.
If it can be done for free, it will be. We use free tiers, open-source tools, and agent labor. Capital is a last resort, not a first instinct.