Data, AI & emerging tech

Judgment
before
consensus.

Independent advisory for data, AI, and emerging technology decisions.For builders, operators, and investors.

↓ The firm

Contact

support@yearn.sg

Locations

Singapore · Hong Kong · Shenzhen · Seoul · Tokyo · Taipei

Status

APAC focused, global engagements

The position

Most companies do not need another roadmap. They need a point of view that still holds once operations, risk, and capital enter the room.

Enterprise Data & AI Product & market judgment Selective capital & partnerships

The firm

A compact team with unusual range of motion — strategy, engineering, product, capital, and client leadership — across industries, on a narrow class of complex technology decisions.

We have built and led data and AI agendas inside global companies and startups. We now advise that same class of decision from the outside — what is real, what is early, and what is worth committing to.

We stay small on purpose. The room is built so those decisions can be looked at as an operating problem, a product problem, and a capital problem in the same conversation.

We allocate our own capital where the thesis holds. Work is senior and specific.
Most of it stays confidential.

Selected engagements

  1. Enterprise AI agenda, global consumer companyStrategy
  2. Data and ML foundation, Fortune 50 multinationalBuild
  3. Data OS arm for AI research labResearch
  4. Venture-studio partnership with emerging startupsStealth
  5. Technical diligence for a VC fundCapital
  6. Corporate digital-asset protocols under constraintAdvisory

Details shared in conversation.