Assumption Debt®

The accumulation of untested beliefs a founder operates on.

In regulated markets the interest rate on a wrong assumption is higher than anywhere else. Longer sales cycles, real compliance requirements, investors who scrutinise harder. The cost of being wrong compounds faster.

Every strategic commitment rests on assumptions. Your market. Your buyers. Your pricing. Your compliance posture. Most have been reasoned internally. Very few have been tested against the people who would prove them wrong.

The debt accumulates the way technical debt does. Silently, until it becomes expensive.

Only 15.4% of seed-funded startups raise a Series A within 24 months. In regulated AI that window stretches further. Every month spent building on an untested assumption is a month of runway you do not get back.

The question is not whether you are carrying this debt. It is which categories are load-bearing, and what it costs you if they break.

In regulated markets the interest rate on a wrong assumption is higher than anywhere else. Longer sales cycles, real compliance requirements, investors who scrutinise harder. The cost of being wrong compounds faster.

Every strategic commitment rests on assumptions. Your market. Your buyers. Your pricing. Your compliance posture. Most have been reasoned internally. Very few have been tested against the people who would prove them wrong.

The debt accumulates the way technical debt does. Silently, until it becomes expensive.

Only 15.4% of seed-funded startups raise a Series A within 24 months. In regulated AI that window stretches further. Every month spent building on an untested assumption is a month of runway you do not get back.

The question is not whether you are carrying this debt. It is which categories are load-bearing, and what it costs you if they break.