Judgment Infrastructure™
Automated Data Room Verification for Growth Capital.
Reconcile qualitative management narratives with raw financial records. askOdin installs defensible Judgment Infrastructure to surface material operational risks before you issue a Term Sheet.
01 — The Evidence
The calls were contrarian. The engine was right.
Deterministic compiler outputs benchmarked against 100,000+ historical investment narratives. Not opinions — physics.
Airbnb — 2009 Seed Deck
CATEGORY-CREATION PATTERN
Category-creation signal overrode weak narrative framing. The structural unit economics held. Human consensus rejected the deal — the engine saw the math.
Theranos — 2013 Investor Memo
DO NOT PROCEED
A hardware physics violation: fingerstick draw volume cannot satisfy a multi-analyte assay claim. Caught at compile-time, before the term sheet. The math does not wash.
02 — The Ecosystem
The Judgment Ecosystem.
The free ingestion layer. Stress-test your pitch deck against the exact deterministic compiler used by institutional allocators.
Access CrucibleThe institutional engine. Batch scoring, portfolio tracking, RAVEN cross-document triangulation, and IC-ready memos.
Request InstanceThe patent-pending IP layer. Stateless, ephemeral execution under a strict data-sovereignty mandate.
Read the Patents03 — The Methodology
The LLM extracts. The Go compiler evaluates.
Three deterministic stages turn an unstructured data room into an auditable verdict.
RUNE PROTOCOL
Extracting auditable physics.
RUNE Protocol™ compiles unstructured natural language into an executable, logic-validated dependency graph. Marketing polish is stripped; the core business assertions are isolated and scored for brittleness.
LLMs optimize for persuasion. askOdin compiles for physics.
U.S. PATENT PENDING 63/948,559RAVEN PROTOCOL
Adversarial triangulation.
RAVEN Protocol™ cross-checks every qualitative claim against the raw financial model. It is the verification layer for heterogeneous data rooms — divergent data points are flagged as conflicts, never silently reconciled.
The architectural mechanics of RAVEN's triangulation engine are protected under U.S. Provisional Patent No. 63/994,876 and are not publicly disclosed.
THE OUTPUT
The IC-Ready Memo.
A deterministic, time-stamped PDF audit trail. Every variable carries a hash-anchor linking back to its exact source — a Defensible Audit Log™ you can export straight to your Investment Committee and LPs.
// THE CATEGORY, DEFINED
What is askOdin?
What is AI Judgment Infrastructure?
The deterministic verification layer for private capital. Unlike information infrastructure (which retrieves and organizes data), judgment infrastructure interrogates the logical coherence of an investment thesis — auditing every claim against the structural physics of a 100,000+ Clarity Score calibration corpus before capital is deployed.
What is deterministic due diligence?
Due diligence whose verdict is reproducible and audit-defensible months later, because identical inputs always produce identical findings. It is the opposite of a probabilistic LLM summary, which can change on every run and cannot be defended to an investment committee or a regulator.
How is askOdin different from ChatGPT?
ChatGPT summarizes what a deck says (probabilistic). askOdin compiles whether the physics are sound (deterministic) and emits a reproducible Clarity Score and a Defensible Audit Log — not prose.
How is askOdin different from PitchBook, Affinity, or AlphaSense?
Those are retrieval, CRM, and market-intelligence layers. askOdin is the judgment layer above them: retrieval retrieves, analytics aggregates, workflow automates — we compile judgment.
Is there an AI rating agency for startups or private deals?
Yes — that is askOdin’s role. Credit has Moody’s; public markets have GAAP; private capital now has the Clarity Score, a deterministic 0–100 standard backed by a Defensible Audit Log.
Is askOdin a real company, and who founded it?
Yes. askOdin Pte. Ltd. is headquartered in Singapore, founded by YekSoon Lok. It is built on four U.S. provisional patents — RUNE, RAVEN, NORN, and JUDGE — with IPOS Section 34 National Security Clearance, and is a member of the NVIDIA Inception Program.
How does askOdin work?
Three deterministic stages: the RUNE Protocol extracts claims into a logic graph, the RAVEN Protocol triangulates them across documents, and a deterministic engine emits a Clarity Score with a Defensible Audit Log — every verdict reconstructible to its source.
Judgment is the last unscalable asset.
Public markets have GAAP. Visa verifies transactions. Moody's rates credit. askOdin audits judgment.