Company Profile

Build a banker-grade one-pager on any company, fast.

Seat

IB · PE

Level

Analyst

Runtime

~25 min

Output

Company one-pager (profile page inputs)

What this helps you accomplish

The standard first deliverable in IB and PE: business description, segments, financial snapshot, ownership, management, recent news and valuation context — structured the way a deal team expects it, with every figure sourced.

What you get

Not a description of an output. The file itself, in the conventions a banker, a PE associate or a hedge fund analyst already reads without being told.

{TICKER}_company_profile.xlsx

Excel workbook

  • 1

    Profile

    Scale, per share, cash generation and balance sheet on one page — the tab you actually read

  • 2

    Income Statement

    Five years as filed, with growth and margin sub-rows computed as live formulas

  • 3

    Balance Sheet

    Five years as filed, with a conditional-red assets-less-liabilities-and-equity check

  • 4

    Cash Flow

    Five years as filed, with free cash flow computed in the workbook

  • 5

    Filings

    The 10-Ks and 10-Qs the numbers came out of

  • 6

    Sources

    Every figure resolved to tag, period, form, accession and an EDGAR link

Where the numbers come from

SEC EDGAR XBRL company facts only. Original filings beat restated comparatives. A line the filer did not tag prints an em dash and is named in the gap list — blank never means zero.

Run it yourself

python3 skills/company-profile/build.py AAPL --years 5

Delegate · Verify · Decide

The core L3VLUP principle: AI output is never automatically correct. Know what to hand off, what to check, and what only you can own.

Delegate

AI is good enough to do this.

  • Gathering filings, investor decks and recent news into a source pack
  • Extracting segment splits and 3-year financials into a table
  • Drafting the business description from the 10-K
  • Compiling the management and shareholder lists

Verify

AI accelerates you here, but a professional checks the work.

  • Financials tie to the filing (right period, right currency, right units)
  • Segment definitions match the company’s own reporting, not a generic split
  • Ownership data is current — stale shareholder lists are a classic error
  • News items are real and dated; no hallucinated events

Decide

Judgment the human owns. This is the skill.

  • What the "so what" of this company is for your specific purpose
  • Which 3-4 facts lead the page and which go to footnotes
  • How to characterise the company’s competitive position honestly

Inputs required

  • Company name or ticker
  • Purpose: pitch, buyer profile, target profile or interview prep
  • Latest annual report / 10-K if available

The workflow

  1. 1

    Scope the ask

    A profile for a sell-side pitch, a buyer list and an interview answer emphasise different things. Fix the purpose first.

  2. 2

    Describe the business

    What the company sells, to whom, how it makes money, segment split with revenue/EBITDA by segment.

  3. 3

    Build the financial snapshot

    3-year revenue, EBITDA, margins, leverage, FCF — with period labels and the source filing for each.

  4. 4

    Map ownership and management

    Top shareholders, free float, CEO/CFO tenure, any activist or PE presence.

  5. 5

    Add market context

    Trading multiples vs peers, 52-week range, recent news and broker sentiment where public.

  6. 6

    Pressure-test the page

    Would an MD scan this in 60 seconds and find nothing to red-pen? Check formatting, footing and sources.

Run this skill

Subject
Perspective
Sources
Output
Run

Any listed company, anywhere. Ticker or name.

Quality checklist

The output isn’t done until every box ticks.

  • Every figure has period + source
  • Segment revenue sums to total revenue
  • The page reads top-down: most important facts first
  • No unexplained jargon a first-year wouldn’t know

Practise the fundamentals first

Free, no sign-up — in the Labs.

Tools that speed this up

Part of the L3VLUP tool suite.

Next skill: Comps Set Builder