AI research agents
A fleet of task-specific agents that collect market data, compute composite scores, and write structured research notes with their sources attached.
AI-agent market research · Vietnam equities & crypto
AI research agents for Vietnam stocks and crypto.
Data X Power is building an AI-native market research platform for Vietnam equities and cryptocurrency markets. A coordinated system of specialized AI agents collects market data, evaluates market regimes, monitors multi-timeframe signals, performs risk checks, and produces sourced research reports for human review.
Nghiên cứu thị trường bằng AI: dữ liệu minh bạch, con người quyết định.
research-agents
Composite scoreEquity setup, e.g. VCB
HOSERegime gaugeVN-Index / VN30 breadth & sentiment
indexSignal monitorBTC multi-timeframe watch
cryptoRisk checkPaper-portfolio review
signal-onlyIllustrative workflow, not live data.
What we build
Research tooling, built around AI agents
Specialized agents each handle one part of the research process. Their outputs come together in reports and dashboards that a person reviews.
Market signal monitoring
Scheduled scans that track price, volume, and breadth, and flag score changes and anomalies as they happen.
Risk & regime analytics
Market-regime gauges and fear/greed-style readings, plus risk checks on paper portfolios, to show the context behind every signal.
Data dashboards
Clear dashboards that bring together scores, signals, regime readings, and paper-portfolio tracking in one place.
How it works
From raw data to reviewed research in three steps
The pipeline is simple and traceable, so you can always see where a number came from.
Collect
Agents pull market data such as prices, indices, breadth, and derivatives from public market data sources. Every data point is stored with its source and timestamp.
Analyze
Scoring, signal, regime, and risk agents each apply a defined method and produce composite scores and flags, with the reasoning written out.
Review
The results land in reports and dashboards for a person to review. Decisions stay with that person; the system never places orders.
Architecture
AI-native architecture
Data X Power uses frontier AI models, including Claude, within its agent research pipeline for structured analysis, research synthesis, evaluation, and report generation. We build the platform with Claude Code. Deterministic data processing and risk controls remain separated from model-generated analysis.
Orchestrated agents
Specialized agents for data, scoring, regime, signal, and risk work, coordinated by an orchestrator.
Deterministic data layer
Market data and reference prices come from exchange and market data feeds through deterministic code, kept separate from model output.
Logged and scored
Every signal is logged with its source and timestamp, then scored afterwards against actual market outcomes.
Human review
A person reviews every output. Models assist the research; people make the decisions.
Markets covered
Focused on two markets
We focus on Vietnam equities and crypto and go deep on both, rather than spreading thin.
Vietnam equities
- Stocks listed on the Ho Chi Minh City Stock Exchange (HOSE), with single-stock setup scores such as for VCB
- VN-Index and VN30 regime, breadth, and sentiment gauges
- Index-futures context alongside the cash market
HOSEVN-IndexVN30VCB
Crypto
- Bitcoin (BTC) composite scoring across daily, 4-hour, and weekly timeframes
- Continuous signal monitoring with score-change and anomaly alerts
- Scheduled market digests for a regular read on the market
BTCH4D1W1
Principles
Built to be checked
Research tools are only useful if you can trust and check them. These rules shape everything we ship.
Signals only, no execution
Our tools produce research and signals, not investment advice. The system does not connect to brokers, does not execute trades, and does not hold customer funds.
Human in the loop
Agents do the legwork, and people make the decisions. Outputs are written to be reviewed, questioned, and overruled.
Sourced and timestamped
Every number has a source and a timestamp. If data is missing or stale, the report says so instead of guessing.
Contact
Get in touch
For partnerships, program applications, or questions about our work, email us.
anh@data-x-power.com