4 LENSES · 10 FRAMEWORKS · 1 GENERAL-PURPOSE STRATEGY

The lenses we screen through

A lens is a way of asking a question about a business. Each one groups frameworks that ask it differently. Every framework is a fixed quantitative screen plus a fixed evaluation rubric the AI applies to the company's SEC filings — the same criteria for every subscriber who runs it. Alongside them sits one general-purpose strategy that belongs to no lens.

LENS 01 · VALUE · 4 FRAMEWORKS

Cheapness with a margin of safety

Four ways of asking the same question — is this business worth clearly more than it trades for? — from statistical net-nets to durable-moat franchises.

Read the Value lens →
  • Deep Value (Net-Net)
  • Quality-Value Rank
  • Moat Value: Pricing Power
  • Moat Value: Scale Economics

LENS 02 · GROWTH · 3 FRAMEWORKS

Growth priced with discipline

Three ways to hold growth accountable: classify before comparing, insist the price stay proportionate to the growth rate, and require the leadership show up in the reported numbers.

Read the Growth lens →
  • Growth at a Reasonable Price
  • Growth Leaders
  • Momentum Leaders · PREVIEW

LENS 03 · QUALITY · 2 FRAMEWORKS

Durable returns on capital

Two depths of the same question — does this business earn high returns on capital, and can it keep doing so? — one quantitative, one read fifteen points deep in the filings.

Read the Quality lens →
  • Quality Compounder
  • 15-Point Qualitative

LENS 04 · INCOME · 1 FRAMEWORK

Payout streaks that can continue

One discipline, applied strictly: dividend growth streaks matter only when the coverage, cash flow, and balance sheet behind them currently support the streak.

Read the Income lens →
  • Dividend Compounders

GENERAL-PURPOSE STRATEGY

General Analysis

For portfolio holdings and one-off company reads, when you want the evidence organized before choosing a discipline. Same engine, same filing sections, same citation rules, and the same honesty about gaps — without a framework’s scoring rubric.

Belongs to no lens, because it is not a framework: it evaluates one named company rather than screening a universe.

  • Portfolio holdings
  • One-off company reads
  • No scoring rubric

Framework names describe the method. Practitioner names appear only as "in the tradition of" attribution on each lens page. A verdict describes how well a company matches the selected framework — it is never an action to take.

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