Find the valuable problem.
Clarify the customer, operating model and commercial case before expensive implementation begins.
AI-enabled ventures, built for reality
We build companies for an AI-native world.
D2MA is a Hong Kong operating company creating software businesses and working with selected partners to turn complex ideas into production systems.
Operating portfolio
Built around real problems, not decorative technology.
Explore the portfolio to see the problem each venture addresses, its operating status and where to learn more.
Financial intelligence
Cipher Research
AI-enabled research and decision support designed to make complex financial workflows more structured, accessible and practical.
What D2MA does
From commercial thesis to production.
Business judgement, product thinking and technical execution under one operating structure.
Turn the thesis into software.
Design focused digital products, including AI-enabled systems and operational tools.
Make it work in the real world.
Support launch, partnerships and the transition from prototype to operating business.
Founder-led
Built by an operator, not a committee.
D2MA was founded by Dave Chapman, a Hong Kong entrepreneur and company builder whose background spans institutional finance, trading systems, technology infrastructure, capital formation and digital ventures.
The company reflects that experience: direct thinking, commercial discipline and systems that work outside the presentation deck.
About D2MA and its founder ↗Open source initiative
Built from lived experience. Shared for public benefit.
Spine Harmony helps people organise spine-health records, track symptoms, prepare for consultations and create clearer patient-facing reports.
Medical boundary: Spine Harmony is not a medical device and does not provide medical advice, diagnosis or treatment guidance. Medical decisions remain with patients and qualified clinicians.
D2MA / Public-interest workMIT licensed
Spine
Harmony
A patient-memory and clinical-preparation layer for better organised spine-health conversations.
Created by D2MA LimitedOpen source ↗
Latest thinking
Ideas worth making concrete.
Writing on AI-enabled operations, practical venture building and the ways software changes how people work.
The Cloud Won. Now Compute Is Coming Home.
Why the future of AI will be hybrid, and why owning your own intelligence infrastructure will become increasingly valuable.
Read article ↗Medicine Is About to Get Weird
Patients will arrive better prepared, with cleaner histories and better questions.
Read article ↗The World Has Changed
What happens when AI agents move from prompt boxes to working colleagues.
Read article ↗