— For Partners
For investment partners, GPs, angels and family-office principals.
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Free and invite-only. Results within a week.
Example · Planned: OA Judgment Live
Your inbox
New founder deck
Monday, 8:12 am
Your first read
Similar to two companies you saw in 2023. You passed on one: distribution depended on a single platform. Your view on that changed in 2025.
Monday morning, a new deck arrives. OA Judgment Live is planned to bring your history to it.
If OA can’t reconstruct your judgment from the past, you shouldn’t trust it with the next deal.
It’s Monday. A founder’s deck arrives. You’ve seen a lot of companies—but what did you learn from the ones that looked like this?
A model can read the new deck, research the market and summarize the founders. What it does not know is what you learned from the companies before it. Which pattern burned you. Which belief changed. Which exception became important. Which mistake you do not want to repeat.
That history is part of your judgment now.
OA Judgment starts there.
— The history already exists
In your email. In your conversations with ChatGPT and Claude. Email shows what you did. Your AI chats often show how you got there.
Have I seen this pattern before, and what did it teach me?
This is how judgment compounds.
01
What you believed.
The principle or worry that mattered at the time.
02 What you decided. The pass, the pursuit or the investment, tied to what you knew then.
03 What happened. The outcome that strengthened, weakened or complicated it.
04 What changed. The belief you carry into the next decision.
Example
ChatGPT
Claude
You choose what OA sees
The judgment is already in your email and your AI conversations. You choose what OA sees.
— Confirmation
OA finds patterns in your history. You confirm, correct or reject each one before it becomes part of the model used for your Backtest.
“You become skeptical when distribution depends on a third party.”
Yes Partly No Used to be true
— The Judgment Backtest
We hide your recent decisions, build only from the earlier history, and test the model against what you actually decided, and why.
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What OA learns from. The history you choose. | What OA never sees. Your most recent decisions, held back for the test. | What you get. A short result showing which decisions OA got right, which it missed, and the reasoning it used. | Where this stands. Invite-only and hands-on. OA Judgment Live, which reads each new deal against your history, comes later.
— The core idea
Models will keep changing. What you’ve learned about how you invest shouldn’t have to be rebuilt each time.
— Control
You choose the sources, the date range and what to exclude. Access is read-only. Before any real data is processed, we send you a written explanation of how it is handled.
Your data, your decision.
Before you share real material, we address four practical questions in writing: Where is it processed? Which models can see it? How long is it kept? How can it be deleted?
Bring the history you choose. We build the model, hide your later decisions and show you how well it reconstructs what you actually did.
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