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    Use-case library
    FP&A / Plan-to-Perform · Claude.ai

    Draft investment memos

    Structure and write an investment analysis — thesis, risks, returns — more efficiently.

    Single model callAutonomy: DraftSpeedQualityMedium effortCFOPartner / MD
    What changed

    Claude drafts the memo from your inputs: the thesis, the numbers, the risks and mitigants, and a recommendation — in your committee's format, leaving you to sharpen judgement rather than assemble structure.

    How it's built

    Single model call (rung 2 of 6). Generate, extract, summarize, classify or translate. One request, one answer.

    Not an agent: the sequence of steps is fixed in advance, so the whole path can be tested end to end.

    Autonomy: T1 · Draft
    Produces a complete output for a human to review and release. Human role: reviews every item and releases it.
    How it is governed
    Output schema validation. A human reads it before it counts.
    What the certification exams call this
    • Anthropic (Claude Certified Architect – Foundations (CCAR-F))A single, well-prompted LLM call, which is often enough. source
    • OpenAI (OpenAI agent guidance (Agents SDK, Codex, OpenAI Academy))One model request with clear instructions and context. source
    • Google Cloud (Generative AI Leader)Prompt engineering: zero-, one- and few-shot prompting (exam §3.2). source
    • Microsoft (AI-901 (Azure AI Fundamentals) and AB-100 (Agentic AI Business Solutions Architect))System and user prompts for generative AI models (AI-901). source

    How Koko classifies AI · the full ladder is taught in AI & Agentic Delivery Foundations.

    Try it

    Illustrative demo

    A deal lead needs a first-draft IC memo before tomorrow's committee. Edit the inputs to tailor the output — it's baked synthetic data, so nothing leaves your browser until you run it live.

    Example prompts
    • Draft an investment memo for this opportunity: thesis, market, returns, risks/mitigants, recommendation.
    • Stress the downside case and state what would change the recommendation.
    Try in Ask KokoAI