Judgment is the last unscalable asset.
The Last Mile of AI Isn't Information. It's Judgment.
We build the AI Judgment Infrastructure™ that provides the auditable rigor to justify your most critical, contrarian decisions.
The $1.25T Judgment Bottleneck
Average Fund Size Growth (2024 vs 2023)
Deal Flow vs Partner Growth
Median Check Size (2x since 2017)
David
Managing Partner at $1.2B Fund
"We're making bigger bets in a more complex market, and our LPs are demanding higher standards of rigor. I need a defensible system to justify my conviction on our most contrarian bets."
Source: NVCA 2025 Yearbook, Carta VC Fund Performance 2024, Cooley Q3 2024 Venture Financing Report
The New Architecture: From Answer Engine to Question Engine
The arrival of the AI "savant" is a paradigm shift. But a critical flaw lies at its core: Large Language Models are masters of form, but are utterly devoid of meaning. They are brilliant parrots, not oracles. Their goal is not to be right, but to be coherent. This makes them dangerously unreliable for the error-intolerant world of high-stakes judgment.
The strategic imperative is not to build a better parrot. It is to build a more rigorous system of interrogation. This requires a new class of tooling.
Generic LLMs
The Answer Engine
Core Job
Generate plausible, coherent text.
Problem Solved
Information retrieval and summarization.
Core Flaw
Probabilistic and error-tolerant by nature.
askOdin
The Question Engine
Core Job
Systematically interrogate for structural flaws.
Problem Solved
De-risking high-stakes, error-intolerant judgment.
Core Strength
Deterministic, auditable, and defensible by design.
Proof in Practice: A Live Strategic Audit
We don't just talk about theory. We apply our framework to real-world, high-stakes situations. We subjected the recent public announcements from a major SGX-listed company to our Judgment Engine. The results highlight the critical gap between a compelling narrative and the underlying structural reality.
Case Study: A Study in Narrative vs. Reality
The Seductive Narrative
- ✓ Headline Profitability & Dividend Secure
- ✓ "Leaner and More Focused" Strategy
- ✓ Divestments Generating Cash
The Hard Truth (askOdin Forensic)
- ✕ Underlying Net Profit Collapsed 78%.
- ✕ Core Revenue & eComm Volume in Freefall.
- ✕ Operating Cash Flow is Negative S$28.1M.
The Brittle Assumption Identified:
"The streamlined 'core' business will become profitable despite ongoing decline."
A conventional tool shows you the news. A Judgment Engine shows you what the news actually means. This is the new standard of rigor.
*Disclaimer: This is not financial advice or an investment recommendation. All data is derived from publicly available SGX announcements. This analysis is an educational demonstration of a proprietary analytical framework.
An Infrastructure Forged by an Architect
askOdin was founded from the rare dual perspective of a Seasoned Investor and a Proven Operator. This synthesis is the foundation of our firm's core principle: we deploy the same system for our partners that we trust for our own most critical decisions. This ensures a standard of uncompromised rigor.
Ready to Close the Judgment Gap?
Or, learn about our Founding Partnership Program.