Personal / Relationships
To end a relationship of seven years — one that had gone quiet long before I admitted it
“You're not afraid of conflict. You're afraid of confirmation.”READ →
The cognitive audit for your highest-stakes decisions
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Your AI agrees with you.Daudit doesn't.
It shows you what you're missing — before the decision, not after.
Before the hire, the raise, the pivot, the deal — a private audit of the one thing no AI assistant will tell you on its own: a question you haven't asked yet.
The why
The most expensive mistakes don't start with bad execution. They start with a decision that felt right.
You have a tool for everything that happens after the decision — the dashboards, the trackers, the project boards. For the decision itself, the single highest-leverage act in your company or career, you have your own judgment, made alone, under pressure, and an AI that agrees with whatever you were already leaning toward.
€50–150K
The direct cost of one wrong executive hire — before the team it costs you and the year it takes.
One assumption
A single unexamined belief is usually the whole reason a confident decision quietly fails.
Alone
The bigger the decision, the fewer people you can talk it through with openly — exactly when you need that most.
For people who decide like it matters
History's best decisions were not the loudest. They were the most examined.
The quality that separates the great deciders was never raw intelligence — it was the discipline to interrogate a decision before committing to it. DAUDIT is that discipline, made into an instrument.
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The general who waited.
Refused the urgent option
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The investor who passed.
Saw the incentive behind the pitch
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The founder who killed it.
Questioned their own conviction
Experiences
This is the kind of thing people see.
Real decision experiences — the realization, not the private specifics. Chosen to be spoken, never pushed.
Family / Life
I was deciding where to move a parent with worsening dementia — a choice that felt like it would define whether I was a good child
“Are you deciding what's best for her, or managing what you'd feel about yourself?”READ →
Personal / Relationships
To do about a twenty-year friendship that had curdled — whether to quietly let it fade
“You said 'quietly let it fade' — which means you've already made a choice, and you're asking me to ratify it.”READ →
The difference, shown — not told
Same question. Two completely different answers.
Here is a real high-stakes question, asked of a normal AI assistant and of DAUDIT. Read both. The difference is the entire product.
The question
“I've got a €3M term sheet from a strong lead who wants to close by Friday. How do I make the most of it?”
A normal AI assistant
A €3M round from a committed lead is a strong position — here's how to make the most of it:
Negotiate the valuation cap and confirm it reflects your traction. Clarify the board seat and information rights up front. Line up your other interested investors to fill the round quickly. Have your data room clean and ready so you can close cleanly before Friday.
Move fast, stay organized, and you'll be in a great spot. Want me to draft the counter-terms?
◉ DAUDIT
▽ What you didn't ask
Why Friday? You've accepted a deadline you didn't set. Whose clock is it, and what do they lose if it slips a week?
⬡ The hidden incentive
A lead pushing to close fast is rushing you, not giving you time to check. Speed favors the party with more information — here, that isn't you.
◫ The blind spot
You're optimizing the terms of a deal you haven't actually decided to take. The question assumes the answer is yes.
◉ Core tension
You asked how to close it. The real decision is whether the deadline itself is the warning sign.
One fills in what you asked. The other shows you what you couldn't see. Only one of them changes the decision.
The how
Five dimensions. One core tension. The same discipline, every time.
DAUDIT examines every decision across the five places high-stakes choices reliably go wrong — then names the real question underneath the one you brought.
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World Model Gaps
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Adversarial Risk
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Theory of Mind
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Decision state
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Confidence vs evidence
Seen, not just read
The findings, rendered as structure.
Sample audit · close
STRATEGIC“Promoting an early employee into a VP role with no prior management experience”
Core tension
You asked who's ready for the title. The real decision is whether you're promoting loyalty, not capability — and who else is watching how you make that call.
⬡WORLD MODEL GAPS
- —Their management capability is inferred from tenure and results as an individual contributor — two different skills.
- —No one who would report to them has been asked what they actually need from this role.
▽ADVERSARIAL RISK
- —Passing them over now, after they've hinted at leaving, optimizes for retention this quarter over fit for the next two years.
◫DECISION STATE
- —Loyalty and convenience are doing some of the work that a real capability assessment should be doing.
◉ DECISION STATE
WHERE THIS DECISION SITS
Loyalty and convenience are narrowing what's actually being weighed
Horizontal axis: cognitive entropy — how many mental networks are active at once (left = narrow focus, right = many signals competing). The gold marker is placed from this audit's Decision State read, not a separate model.
Illustrative output — the live product renders your actual conversation this way at close.
The part that compounds
It doesn't just help once. It makes you permanently sharper.
Every audit you save feeds a record only you have. Over time DAUDIT learns how you specifically decide — and starts catching your repeat mistakes before you make them.
Illustrative · An example of how calibration improves over time — not real user data
Decision 1
0.31
Brier score
Your first audit. One decision, examined honestly. Already, one blind spot you'd have walked past.
Decision 8
0.24
Brier score · improving
A pattern surfaces: your confidence runs ahead of your evidence in hiring. DAUDIT now flags it as you type.
Decision 20
0.19
Brier score · sharp
DAUDIT recognizes a decision rhyming with one that didn't work out — and says so before you commit.
A record of how you actually decide, built from your own audits — and it sharpens every time you save a decision.
Who it's for
Built for decisions that don't have an undo button.
DAUDIT is for founders, investors, and operators making the small number of choices each year that genuinely can't be taken back — and for anyone facing a high-stakes personal call, like a career move or relocation, where a blind spot is expensive. You'd rather see it now than explain it later.
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Founders
The hire, the pivot, the raise, the co-founder split — the calls that define the next two years of the company.
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Investors
The check you can't un-write and the pass you'll never know you should have made. Conviction, pressure-tested — and over time, a calibration record: audit your own track record with the rigor you apply to founders.
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Operators
The irreversible strategic move where a single unexamined assumption is worth a quarter and a reputation.
—Decisions audited
—Median Brier, 10+ audits
—Return for a 2nd audit
Real numbers will appear here once they're real — not before. A serious instrument doesn't need invented metrics, and this audience checks.
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