For post-seed AI founders building in regulated markets. You have raised. You have shipped. You are moving fast. You are building on assumptions that have never survived contact with the real world.

For post-seed AI founders building in regulated markets. You have raised. You have shipped. You are moving fast. You are building on assumptions that have never survived contact with the real world.

For post-seed AI founders building in regulated markets. You have raised. You have shipped. You are moving fast. You are building on assumptions that have never survived contact with the real world.

That gap is Assumption Debt™. And it is already compounding.

That gap is Assumption Debt™. And it is already compounding.

Find out if you are carrying Assumption Debt™

The problem stated precisely.

The problem stated precisely.

You have modelled the decision internally. Strategised around it with your co-founder. Presented a version of it to your investors.


You have not validated it with the people who would prove you wrong.


Your champion loves the product. Procurement has not been in the room yet. Your demo margins look strong. You have not modelled production at scale. Your pilot succeeded. Enterprise deployment hit a compliance wall nobody saw coming. Your regulatory posture feels solid. Your enterprise buyer’s security questionnaire has not arrived yet.

You have modelled the decision internally. Strategised around it with your co-founder. Presented a version of it to your investors.


You have not validated it with the people who would prove you wrong.


Your champion loves the product. Procurement has not been in the room yet. Your demo margins look strong. You have not modelled production at scale. Your pilot succeeded. Enterprise deployment hit a compliance wall nobody saw coming. Your regulatory posture feels solid. Your enterprise buyer’s security questionnaire has not arrived yet.

CB Insights found 42% of AI startups fail due to insufficient market demand.

MIT found 95% of generative AI pilots deliver no measurable return.

Not execution failures. Assumption failures.

Not execution failures. Assumption failures.

Every one of those companies had founders who were smart, well-funded, and moving fast. They were building on beliefs that had never survived contact with the real world.

Every one of those companies had founders who were smart, well-funded, and moving fast. They were building on beliefs that had never survived contact with the real world.

Why smart founders carry Assumption Debt™.

Why smart founders carry Assumption Debt™.

Founders are not irrational. They are systematically biased toward the assumptions that got them funded in the first place.


Confirmation bias makes you seek evidence that validates what you already believe. Every customer conversation that goes well reinforces the assumptions underneath it. The conversations that would prove you wrong never get scheduled.


Commitment bias makes you double down on decisions already made rather than question the assumptions underneath them. The further along you are, the harder it becomes to see which beliefs are load-bearing and which are comfortable fictions.


Both biases are stronger, not weaker, in founders who are intelligent, experienced, and moving fast.

Founders are not irrational. They are systematically biased toward the assumptions that got them funded in the first place.


Confirmation bias makes you seek evidence that validates what you already believe. Every customer conversation that goes well reinforces the assumptions underneath it. The conversations that would prove you wrong never get scheduled.


Commitment bias makes you double down on decisions already made rather than question the assumptions underneath them. The further along you are, the harder it becomes to see which beliefs are load-bearing and which are comfortable fictions.


Both biases are stronger, not weaker, in founders who are intelligent, experienced, and moving fast.

The Assumption Crucible Method™ is specifically designed to surface what both biases hide.

The Assumption Crucible Method™ is specifically designed to surface what both biases hide.

Two engagements. One question.

Two engagements. One question.

What have you not tested that you are about to bet the runway on.

What have you not tested that you are about to bet the runway on.

The Assumption Crucible™ Audit.

£4,750.

Two sessions within one week. For founders approaching a Series A raise or a board review who need to know which assumptions will not survive external scrutiny. A written Assumption Debt™ map delivered within 24 hours of the second session. Fee deducted if you proceed to the full engagement.

The Assumption Crucible™ Engagement.

£15,000.

Four weeks. For post-seed founders burning £75k to £110k a month with 6 to 18 months runway facing a major strategic commitment. Ten to fifteen stakeholder conversations with the people who would prove your assumptions wrong. A written decision memo. Not a slide deck. A decision.

Before we spoke I thought our positioning was solid. Two hours in I realised we had been solving for the wrong buyer. That conversation saved us six months of the wrong motion.

Before we spoke I thought our positioning was solid. Two hours in I realised we had been solving for the wrong buyer. That conversation saved us six months of the wrong motion.

An insurtech founder, post-seed, pre-Series A.

An insurtech founder, post-seed, pre-Series A.

Who this is for.

Who this is for.

This works for post-seed AI founders in regulated markets who are approaching a major strategic commitment in the next 60 to 90 days. Fundraising. Market entry. A senior commercial hire. Enterprise positioning.


If you are burning more than £25k a month and about to make a decision you cannot easily reverse, this is worth a conversation.


If you are pre-revenue, pre-product, or more than 18 months from your next major commitment, this is not the right moment.


Every engagement starts with a 30 minute qualification call to confirm the fit is right on both sides.

This works for post-seed AI founders in regulated markets who are approaching a major strategic commitment in the next 60 to 90 days. Fundraising. Market entry. A senior commercial hire. Enterprise positioning.


If you are burning more than £25k a month and about to make a decision you cannot easily reverse, this is worth a conversation.


If you are pre-revenue, pre-product, or more than 18 months from your next major commitment, this is not the right moment.


Every engagement starts with a 30 minute qualification call to confirm the fit is right on both sides.