A model-based portfolio framework for investment analysis

• Clients increasingly hold crypto and digital assets in venues that don't show up clearly in traditional statements or KYC questionnaires.
• Advisory and supervision teams struggle to combine blockchain activity, exchange flows, and off-platform holdings into a single risk view for a household, trust, or plan.
• Committees need narratives that explain why a given exposure, digital sleeve, or model is appropriate, not just a score or label.
• Existing tools often live in separate silos—surveillance, OSINT, planning software—making it hard to document how judgments were reached.

Cali brings investigations and advisory research into one environment:

• Use Activity, Graph, OSINT, Balance, and Assets to understand on-chain flows, services, and posture for a client or household.
• Use Cali Advisory (research) to translate those facts into plain-language narratives, risk bands, and digital-asset sleeve concepts that committees can review and supervise.
• Keep every step—inputs, assumptions, and outputs—logged for compliance review, training, and future documentation.

Cali is designed to sit alongside your existing custodians, trading tools, and planning systems:

• Use Cali's investigative surfaces to understand external wallets, CEX accounts, and high-risk services connected to a client.
• Map those findings into policies (e.g., maximum crypto exposure, restricted venues, digital sleeve ranges) captured in Cali Advisory's engine design.
• Keep your core custody and execution relationships unchanged—Cali is focused on evidence, explanation, and model documentation, not holding assets.

Cali Advisory's R&D engine shows how an Internet Adviser–style model could work for multi-asset portfolios:

• A documented questionnaire captures time horizon, risk tolerance, liquidity needs, and digital-asset comfort.
• Profiles are mapped to risk bands, with explicit crypto caps that depend on familiarity and stated comfort.
• Allocation concepts are expressed as sleeves—cash/bonds, core equities, satellite risk, real assets, and optional crypto sleeves—designed for implementation via your own models or platforms.
• Every decision path is explainable, repeatable, and ready to be governed by your committees once the program becomes a live advisory service.

• Reviewing a high-net-worth client with external wallets, CEX accounts, and DeFi activity to decide how much digital-asset exposure fits within policy.
• Preparing an internal memo for an investment or risk committee on a proposed digital sleeve, including flows analysis, counterparties, and scenario bands.
• Supporting supervisory reviews where examiners need to see how client crypto activity was factored into recommendations or risk assessments.
• Training new advisory staff on how crypto flows, services, and risk tiers are understood and documented inside your program.

1. Start with investigations. Deploy Cali's core platform (Activity, Graph, OSINT, Balance, Assets, Reports) to get a defensible view of client and counterparty behavior involving digital assets.
2. Add Advisory research. Use Portfolio Builder and methodology to design bands, caps, and sleeves that match your risk philosophy—still in R&D, not yet live advice.
3. Move toward an Internet Adviser. When you're ready, the same engine design can underpin a registered Internet Investment Adviser program, with formal Form ADV, agreements, and supervisory controls.