Investment Memo Generator

Investment Memo Generator

The Investment Memo Generator is Pierce's premium buyside synthesis engine. It automates the exhaustive workflow of a hedge fund or mutual fund equity research analyst, compiling real-time financial statements, risk factors, and valuation metrics into a professional, printable, one-page HTML investment memo.

What is a Buyside Investment Memo?

In institutional investing, analysts do not pitch stocks with simple charts or generic "buy" ratings. Instead, they present highly structured, opinionated, and falsifiable Investment Memos to their Portfolio Managers (PMs).

A professional buyside memo follows a strict format:

1. The Variant View: What does the analyst see that the market consensus is missing? (e.g. "We believe market consensus is underestimating ad-tier growth by 300bps because of recent operating shifts...").
2. Falsifiable Thesis Bullets: Operational claims backed by quantitative evidence, and critically, a defined "Wrong If" tripwire naming exactly what observable data point would invalidate the claim.
3. Steelmanned Bear Case: The negative case written with as much conviction as if you believed it, ensuring the PM understands the structural downside risks.
4. Driver-Based Scenarios: A rigorous probability-weighted Bear / Base / Bull matrix mapping revenue, margins, exit multiples, and expected returns.

The Investment Memo Generator skill orchestrates this entire pipeline autonomously, acting as a tireless junior analyst.

How Pierce AI Executes It

When triggered (e.g. by asking to "write a long memo on NVDA"), the agent executes a highly structured 8-step quantitative and qualitative workflow:

1. Trade Framing: Establish ticker, direction (long/short), holding horizon, and conviction levels. Formulate the variant view.
2. Parallel Data Triage: Issuing multiple database and filing queries concurrently:
   • Financials: Last 5 years of income and cash flow statements, latest balance sheet, and segment breakdowns.
   • Market Context: Insider trades, top institutional holdings, and recent material news.
   • Regulatory Filings: Item 1 (Business) and Item 1A (Risk Factors) from the latest SEC 10-K and 10-Q.
3. Driver-Based Scenarios: Model explicit operational drivers (revenue growth, margins, and multiples) for Bear, Base, and Bull cases, calculating probability-weighted expected returns and asymmetry ratios.
4. DCF Cross-Check: Call the intrinsic fair value DCF engine to anchor the base case.
5. buyside Styling & Tone: Draft the memo according to strict institutional style guidelines (first-person plural, direct falsifiable claims, eliminating general AI fluff).
6. HTML Rendering: Populate the premium serif typography print-friendly HTML template and save the file directly to your Cloud Drive.

Example Prompts & Use Cases

You can trigger the memo generator using these direct command variations:

• "/write-memo long Apple. Variant view: iPhone upgrade cycle is underestimated."
• "Draft a short investment memo on Tesla with a 12-month horizon."
• "Write up a buyside thesis pitching NVDA as a long-term compounder."
• "Pitch the stock NFLX with a 10% NAV target size."

Note: The Investment Memo Generator is a premium capability and is available exclusively to users on the PRO plan tier.