In development
Research and data platform
Data, quality controls and research tools every TMA product runs on. Our current focus.
Quant · Data · AI
Data and AI for disciplined investing in Vietnam
Data, quant research and AI that make every investment decision testable, explainable and risk-bounded.
About TMA
A technology and investment company
Software engineering, data science and quantitative finance, built for Vietnam’s market: price limits, settlement cycles, foreign ownership caps and Vietnamese-language disclosures.
Early stage, foundation first. Any investment by TMA uses its own capital only: no client money, no investment advice.
Technology & research
AI across the investment lifecycle
Four capabilities, AI in each. All in development.
Data engineering
Clean, point-in-time data.
AI role: Parses Vietnamese disclosures, flags anomalies.
Quantitative research
Hypotheses tested, not assumed.
AI role: Drafts hypotheses and test code.
Investment systems
Validated models, fixed rules.
AI role: Explains every decision in plain terms.
Risk controls
Limits enforced in the system.
AI role: Spots volatility and correlation shifts early.
Approach
Five stages, a check at each
Every model, same path, same order.
Data
Cross-checked, point-in-time, adjusted for corporate actions.
Research
A written hypothesis first, and what would reject it.
Validation
Costs, liquidity, stress periods. Independent review.
Risk limits
Limits and switch-off rules set before use.
Monitoring
Live behaviour vs. backtest. In development.
Any stage can send work back.
Products & applications
What we are building
Clear status for every line of work.
Next stage
Tools for investors
Risk monitoring, daily change summaries and alerts on limits the user sets. Information only, no buy or sell calls.
Long-term direction
Systematic investment and partnerships
TMA’s own capital on the same infrastructure; data and research for partners, subject to regulation.
Principles
Our standards
For our research, our products and how we talk about both.
Evidence before conviction
Results earn trust by surviving tests built to break them.
Risk first
Risk measures and limits up front, never in the fine print.
AI you can check
Outputs cite their sources. People stay accountable.
Clear about limits
Models can fail when markets change. We say where.
Contact
Work with TMA
Investors interested in early access, data and technology partners, researchers and engineers: let’s talk.
- thai@tmaquant.com
- Address
- Thuy Anh, Hung Yen, Vietnam