Agent Architecture

AI turns the tools you already use into AI‑native assets—our multi‑layered agentic system orchestrates data feeds, financial‑modelling logic, machine‑learning and quantitative models, and portfolio execution. We don’t rebuild everything; we lift existing workflows into the AI ecosystem.

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    %% ============================
    %% FOUNDATION AGENTS
    %% ============================
    subgraph Foundation_Agents["FOUNDATION AGENTS"]
        style Foundation_Agents fill:#e3f2fd,stroke:#1e88e5,stroke-width:2px,color:#0d47a1

        DA[Data Agent]
        DAA[Data Analysis Agent]
        MA[Modeling Agent]
        RA[Report Agent]

        %% Invisible connectors to force LR layout
        DA -.-> DAA -.-> MA -.-> RA
    end

    %% ============================
    %% FUNCTIONAL AGENTS
    %% ============================
    subgraph Functional_Agents["FUNCTIONAL AGENTS"]
        style Functional_Agents fill:#e8f5e9,stroke:#43a047,stroke-width:2px,color:#1b5e20

        MKT[Market Agent]
        SEC[Sector Agent]
        STK[Stock Agent]
        PORT[Portfolio Agent]

        MKT -.-> SEC -.-> STK -.-> PORT
    end

    %% ============================
    %% AI APPLICATIONS
    %% ============================
    subgraph AI_Applications["AI APPLICATIONS"]
        style AI_Applications fill:#fff3e0,stroke:#fb8c00,stroke-width:2px,color:#e65100

        MKTAPP[Market Analyst AI]
        SECAPP[Sector Analyst AI]
        STKAPP[Stock Analyst AI]
        PORTAPP[Portfolio Analyst AI]

        MKTAPP -.-> SECAPP -.-> STKAPP -.-> PORTAPP
    end

    %% ============================
    %% HIGH-LEVEL CONNECTORS ONLY
    %% ============================
    Foundation_Agents --> Functional_Agents --> AI_Applications