DFGroup|Capital·Analytics·100VP
    DIFC Registered
    25
    Technology Products
    Across 5 categories
    14+
    White-Label Ready
    OEM-licensed for embedding
    8
    Quantitative & AI Engines
    Pure math & AI/ML APIs
    8
    Service Lines
    Strategy to transformation

    Professional Services

    Six service lines to complement every product deployment — from initial strategy through to managed operations.

    S1
    AI Strategy & Roadmap

    C-level advisory from opportunity mapping to board-ready business cases and technology architecture.

    S2
    Custom Model Development

    Bespoke ML models built for your specific asset classes, risk factors, and investment mandates.

    S3
    Data Infrastructure Setup

    Pipelines, feature stores, and cloud architecture for financial AI at scale.

    S4
    AI Training & Enablement

    Upskill your teams on AI/ML model interpretation, risk frameworks, and AI governance.

    S5
    Regulatory & MRM Documentation

    Model risk management documentation, validation reports, and regulatory packages aligned with industry standards.

    S6
    Managed AI Operations

    Ongoing model monitoring, drift detection, retraining schedules, and performance reporting — fully managed.

    Not sure where to start?

    We'll map the right product combination to your mandate, data environment, and team.

    Built on the NEXT Framework

    Every product is built on the NEXT Framework

    From a free Macro Simulator to Enterprise Platforms — the same four principles run through every Deep Finance product.

    N

    Narrative-aware

    Reads unstructured signals — filings, news, transcripts, macro context — and turns them into model-ready inputs.

    In this product: Agents ingest filings, news, and alternative data into every product's feature pipeline.

    E

    Explainable

    Every output ships with evidence chains, attributions, and a plain-language rationale you can defend.

    In this product: Each product ships outputs with attribution, confidence, and evidence — never a black box.

    X

    eXecution-ready

    Delivered through APIs and apps that plug into existing OMS, EMS, risk, and reporting systems.

    In this product: Consumable as SaaS, APIs, or embedded modules that integrate with OMS/EMS/risk systems.

    T

    Trusted

    Versioning, approval gates, MRM documentation, and audit trails are built in — not bolted on.

    In this product: Versioning, MRM documentation, and audit trails apply across the catalog by default.