World Signal Layer
01
Rates, dollar, credit, energy, metals, AI hardware, logistics, policy and cross-market risk appetite.
Global Supply-Demand Intelligence
EquiFlow Capital
衡流资本
Capital follows scarcity. We convert world change into data, models, portfolio risk and capital action.
Operating loop active
- World Change
- Datafication
- Modeling
- Capitalization
AI POWER
METALS
LIQUIDITY
RISK
Command Deck
A Three-Layer Decision Cockpit
The interface separates raw world signals, institutional reasoning and capital action, so every decision has a visible path.
Reasoning Layer
02
- Supply-demand imbalance
- Historical analogs
- Evidence gaps
- Scenario tree
Capital Layer
03
Attack
Observe
Hedge
Exit
Architecture
A Global Capital Operating System
The platform connects macro liquidity, industrial supply-demand, alternative data, alpha research, portfolio risk and execution into one auditable loop.
Capital Command
Mandates, risk limits, investment committee and authorization boundaries.
Macro Liquidity
Central banks, rates, dollar cycle, credit stress and fiscal impulses.
Supply-Demand Engine
Energy, metals, agriculture, AI compute, semiconductors and logistics bottlenecks.
Data & Knowledge
Data lake, ontology graph, feature store, event library and model versioning.
Alpha Factory
Regime models, cross-asset signals, factors, backtests and decay monitoring.
Portfolio & Risk
Risk budgets, stress tests, hedging, liquidity, drawdown and attribution.
Agent Organization
From Assistants To Institutional Roles
Each agent has a mandate, source list, output format, risk boundary and review path.
Global Radar
Supply-Demand Chief
Alpha Mapper
Risk Governor
Execution Router
Research Agents
Scan the world for structural scarcity, price pressure, capital expenditure and inventory shifts.
Model Agents
Transform evidence into regimes, signals, scenarios, factor tests and trade candidates.
Governance Agents
Control data gaps, crowding, drawdown, execution quality and human review gates.
Global Intelligence Layers
From Planetary Signals To Tradeable Maps
The system turns global shortages, bottlenecks and capital flows into industry maps across A-shares, Hong Kong, U.S. equities, commodities and hedges.
Liquidity & Policy
Central banks, fiscal impulse, dollar funding, real rates, credit stress and risk regime shifts.
Physical Bottlenecks
Power grids, transformers, LNG, uranium, tin, silver, PCB materials, AI servers and logistics capacity.
Capital Expression
Leaders, laggards, futures curves, crowding, liquidity windows, execution rules and retreat lines.
Feedback Loop
Every result returns to the evidence library, model assumptions and agent learning records.
Research Logic
以真实稀缺为锚，穿透市场叙事
The investment process asks where demand becomes nonlinear, supply expands slowly, and the market has not fully repriced the imbalance.
Demand Shock
AI compute, electrification, defense, energy security, food security and monetary stress.
Supply Constraint
Mines, grids, transformers, skilled labor, permits, logistics, yields and certification cycles.
Capital Expression
Stocks, ETFs, futures, options, hedges, position sizing and evidence-based execution windows.
AI power chain
Grid / Transformers / PCB
Scarcity metals
Silver / Tin / Copper / Uranium
Execution logic
Leader / Trigger / Stop
A-share Tactical Monitor
短线龙头监控
将涨停板龙头战法接入供需研究体系，识别当前情绪龙头、主线容量龙头和可执行窗口。
Protected Tactical Log 龙头监控已折叠 输入访问密码后查看盘中信号和操作意见。
Operating Log
更新日志与资料库
每一次系统升级、研究口径、自动化变更和执行边界，都会沉淀为可追溯记录。