ABOUT askODIN
The Institution Behind the Standard.
Companies build products. Institutions establish standards.
askOdin exists because we believe investment judgment deserves the same rigor that accounting, auditing, and engineering already enjoy.
Everything we build — from the Clarity Framework™ to Clarity™ and Crucible™ — serves one mission: to make institutional investment judgment measurable, consistent, and independently defensible.
Why we exist
Capital has never been more abundant. Information has never been more accessible. Artificial intelligence has never been more capable. Yet one critical capability remains largely unchanged: investment judgment.
Every investment committee develops its own process. Every partner develops personal instincts. Every analyst develops individual habits. Over time, those differences become institutional memory rather than institutional standards.
As firms grow, consistency becomes harder. Knowledge becomes fragmented. Decision quality becomes increasingly difficult to evaluate.
We founded askOdin because we believe judgment should not depend on who happened to be in the room. It should become an institutional capability — not a personal one.
There is a precedent for this
In 1934, after markets ran on unstandardised ledgers until they did not, the United States built the Securities and Exchange Commission and the accounting standards that became GAAP. Commerce had outgrown informal trust, and the answer was not better judgement from individual accountants. It was a standard anyone could check the work against.
Private capital is at the same point, ninety years later. Every firm has a diligence process. No firm has a standard that travels between firms, which is why a score means one thing here and something else across the street.
A standard is not a better opinion. It is the thing that makes opinions comparable.
Why determinism matters
The recent wave of artificial intelligence has dramatically increased the speed of analysis. It has not solved the problem of consistency.
Conversational models generate plausible language. Institutional investing requires repeatable reasoning. That distinction is fundamental.
Rather than generating opinions, askOdin evaluates investment reasoning against a deterministic framework designed to produce consistent, explainable, and auditable conclusions.
Because institutional standards require more than intelligence. They require repeatability.
Leadership
YekSoon Lok (YS)
Founder & Chief Executive Officer
Twenty-five years building network architecture and digital clearing infrastructure — from early engineering at SilkRoute (acquired by PCCW) to executive technology leadership at Reciprocal (acquired by Microsoft), engineering enterprise digital rights management and verification systems.
An active angel investor, he teamed up with Dhiraj to evaluate and back early-stage AI ventures through the peak of the generative wave. In the deal room, they experienced firsthand how diligence collapses when qualitative pitch narratives outpace underlying model physics and unit economics.
At askOdin, he architects the deterministic compiler and verification protocols, driven by the conviction that while workflow automation accelerates process, only invariant infrastructure can scale human judgment.
Dhiraj Wohra (DK)
Co-Founder & Chief Revenue Officer
Twenty years leading enterprise commercialization, deep-tech strategy, and analytics infrastructure deployment across the US, Europe, and Asia — scaling enterprise data practices and advanced high-performance computing architectures.
Partnering with YekSoon as an early-stage investor, he saw that existing VC software — from deal-flow CRMs to generative LLM note-takers — merely automated the distribution of unverified claims without interrogating the reasoning underneath.
At askOdin, he leads commercial strategy and institutional deployment, embedding the Clarity Framework™ directly into the decision-making workflows of global funds and investment committees.
“We met as co-investors evaluating early-stage AI deals, frustrated by a shared reality: workflow tools, note-takers, and automated summaries never scale capital allocation because they never touch the fundamental problem — evaluating judgment.
We built askOdin to scratch our own itch: the deterministic standard of care we needed before wiring our own capital.”
Our principles
Every decision we make is guided by a small number of enduring principles.
Capital allocation decisions should be independently verifiable.
Investment decisions deserve evidence that extends beyond opinion.
Judgment should be institutionalized, not replaced.
Human judgment remains essential. Institutions should strengthen it with common standards.
Investment reasoning is measurable.
Outcomes contain uncertainty. Reasoning quality can be evaluated.
Standards require enforcement.
Without consistent evaluation, standards become recommendations. Institutional standards require deterministic enforcement.
Trust is earned through transparency.
Every conclusion should be traceable to the reasoning and evidence supporting it.
Software evolves. Standards endure.
Our ambition extends beyond software.
Building for the long term
The products we build today are only the beginning.
Clarity operationalizes the Clarity Framework. Crucible introduces founders to the same institutional standard used by investment firms. The Judgment Graph™ provides the benchmark, built on public investment data. Together they represent the early foundations of Judgment Infrastructure.
Our long-term ambition is larger: to establish the common standard that future investment firms, founders, advisors, researchers, and technology providers can all rely upon when evaluating investment judgment.
Because institutions are remembered not for the software they built — but for the standards they leave behind.
The future of institutional investing will be built on better judgment.
If your firm believes investment decisions deserve a measurable, defensible standard, we'd welcome the conversation.
Entity
askOdin Pte. Ltd.
UEN 202531656N
Founded in Singapore
100 TRAS STREET, #16-01, 100 AM, Singapore 079027
Intellectual property
Four U.S. provisional patents filed:
63/948,559 · RUNE Protocol™63/994,876 · RAVEN Protocol™64/011,252 · NORN Protocol™64/017,488 · JUDGE Protocol™ Trademarks in use: AI Judgment Infrastructure™, Clarity Framework™,
Clarity Score™, Judgment Graph™, Defensible Audit Log™, and the RUNE, RAVEN, NORN and
JUDGE Protocol™ marks.
Institutional Relations: yeksoon@askodin.app