How It Works

1

Portfolio Setup

Define archetype and objects. Create portfolio group and initialize wallet.

  • Setup & configuration

  • Portfolios & Portfolio Groups

  • Funding & Wallets

Agents

Portfolio StrategistPortfolio Manager

2

Strategy & Research

Daily and periodic market research. Portfolio strategy and watchlists. Equity and ETF research.

  • Market Assessments

  • Strategy Memos

  • Watchlists

  • Equity and ETF Research Reports

Agents

Market AnalystEquity ResearchPortfolio StrategistPortfolio Manager
  • Market Assessments

  • Strategy Memos

  • Watchlists

  • Equity and ETF Research Reports

Agents

Market AnalystEquity ResearchPortfolio StrategistPortfolio Manager

3

Management & Execution

Convert strategy and research to portfolio creation, rebalance, and trading decisions. Measure and analyze performance.

  • Holdings

  • Decisions & rationale

  • Transactions

  • Metrics & benchmarks

Agents

Portfolio AnalystPortfolio ManagerTrader

Agents

Each agent specializes in a different layer of the investment stack. Together they continuously analyze, plan, and execute on your behalf—every decision logged and auditable.

Market Analyst

Reads global markets and distills macro context

Active

Analyzes market conditions and sector performance to provide actionable intelligence for portfolio decisions

Monitors market trends and economic indicators

Tracks sector rotation and momentum

Identifies macro themes and market regime

Provides market context for portfolio decisions

Context

Market DataNewsXSearch

Outputs

Research ReportsResearch Analysis

Portfolio Strategist

Designs the risk-aware portfolio and allocation plan

Active

Develops high-level portfolio strategy and allocation approach aligned with market conditions and objectives

Defines investment thesis and strategic objectives

Sets risk/return targets and constraints

Determines sector and asset class allocations

Establishes portfolio construction guidelines

Context

Portfolio SetupMarket ResearchSearchNewsX

Outputs

Strategy MemoThematic Research

Equity Researcher

Deep-dive analysis on individual securities

Active

Conducts comprehensive research on individual securities to support informed investment decisions

Analyzes financial statements and valuation metrics

Evaluates competitive positioning and growth prospects

Assesses management quality and capital allocation

Generates investment recommendations with rationale

Context

Market ResearchStrategy MemoResearch InstructionsEquity DataETF DataSearchNewsX

Outputs

Equity ReportsETF Reports

Portfolio Manager

Oversees construction and position sizing

Active

Translates strategy into actionable portfolio positions with optimal sizing and risk management

Translates strategy into specific portfolio positions

Determines optimal position sizes and weights

Balances risk concentration across holdings

Ensures portfolio aligns with strategic objectives

Context

Market ResearchStrategy MemoThematic ResearchPortfolio MetricsEquity ResearchETF ResearchQuant ScreensSearchNewsX

Outputs

WatchlistsThematic WatchlistsPortfolio CreationPortfolio RebalanceTactical Trades

Portfolio Analyst

Monitors performance and risk metrics

Active

Continuously tracks portfolio performance, risk exposures, and identifies opportunities for optimization

Calculates returns, volatility, and risk-adjusted metrics

Tracks factor exposures and sector concentrations

Identifies performance attribution and contributors

Flags portfolio drift and rebalancing opportunities

Context

Portfolio DataMarket DataMarket ResearchStrategy Memo

Outputs

Portfolio MetricsPortfolio ReviewsQuant Screens

Trader

Executes trades and manages logistics

Active

Handles all trade execution and transaction logistics with full audit trails and compliance checks

Validates trade feasibility and cash requirements

Executes buy and sell orders at market prices

Records transactions with full audit trail

Manages cash flows and portfolio liquidity

Context

Portfolio SetupPortfolio CreationPortfolio RebalanceTactical Trades

Outputs

RebalancesTrade Execution

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This platform is for research and informational purposes - not investment advice.

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