Expected methods produce nothing but expected results. Whatever sits inside the industry average, the domestic consensus, or the well-precedented option has already been claimed by someone else. From Singapore, we work across borders and sectors to reach the answers that lie outside the average.
Business
We run four lines of business: client engineering, our own product, investor relations, and advisory. Together they let us take a problem from data model, to deployed system, to the conversation with the capital markets, to the decision behind it.
Production AI woven into operations that already exist — not proofs of concept. We have delivered across data pipelines, agent workflows, and internal tooling.
Our own AI platform. Because it runs in your own environment, you can put AI to work without handing confidential data to a third party. Adoption starts small, and the cost of moving to another platform later stays contained.
IR and shareholder relations for listed companies, run from Singapore. What we offer is an investor perception study: how Asia's institutional investors actually see the company, asked by a third party under anonymity. Current holders, former holders and investors who have never held are all in scope, and the assessments an issuer cannot draw out itself are put into multiple-choice questions built from a close reading of its disclosure, so what comes back can be counted. We ask in Japanese where the manager decides in Japanese and in English otherwise, then report the awareness funnel, how accurately the business is understood, the reasons behind not investing, and what to disclose next.
Advisory on deploying retained earnings, constructing a portfolio, and evaluating M&A — options weighed across the whole balance sheet.
Leadership
KIMURA Yu
木村 優
Representative Director
Graduated in Economics from Kyoto University and completed an MBA at its Graduate School of Management; currently enrolled in the doctoral programme at its Graduate School of Informatics. As a white-hat engineer, recovered crypto assets worth roughly ¥500 million from an active hack. Also serves as Co-General Partner of a construction-materials leasing fund in Singapore, through a subsidiary joint venture.
About
CAUCHYE is named after the Cauchy distribution. Named in turn for the 19th-century mathematician Augustin-Louis Cauchy, it has no expected value: however many samples you draw, the sample mean never converges, and the law of large numbers does not hold. It describes a world where the average is simply not a usable instrument.
That is our starting point. Anything an average can settle has been settled already. What we take on sits outside it — AI implementations with little precedent, platforms that do not yet exist, and cross-border assets that no domestic benchmark describes. Results there cannot be predicted from the mean, which is precisely why they can exceed it.
Company
Contact
AI systems engineering, adopting d6e, an investor perception study, or corporate asset advisory — send us a note using the form.
