Decision frameworks
Five lenses I use to evaluate acquisitions, capital commitments, and business exits.
These frameworks come from 25 years across 75+ acquisitions, divestitures, and portfolio exits. Each connects a decision question to transaction experience and a practical tool.
The Five Frames
Judgment-as-a-Service
Define the objective, constraints, alternatives, and evidence needed to make the next commitment.
Dependency vs. Leverage
Who actually owns the downside? Evaluates whether outcomes are bounded leverage or asymmetric dependence on systems that can change unilaterally.
Timing Asymmetry
When does acting early create advantage, and when does waiting create leverage? Premature action often locks in disadvantage; patience can let asymmetry compound quietly.
Signal vs. Narrative
What information reflects underlying reality, and what exists primarily to persuade? Narratives often intensify precisely when signal is weak.
Scarcity vs. Growth
Identify who controls a scarce capability, what it enables, and how long its advantage can last.
Transaction examples
Read the original cases for the business context, decision, and operating consequences.
BuzzAngle Music
Evaluated not as a standalone business, but as a strategic instrument that, combined with Rolling Stone's editorial authority, could challenge Billboard's chart dominance. The wedge contributed to the eventual Billboard acquisition.
Sourcing Journal
Not a content play. A capability acquisition timed before the supply chain conversation reached mainstream visibility. Eight years of supply chain authority bought before consensus priced it.
Long Beach Outpatient Surgery
A single-specialty surgery center dependent on one referral pattern was restructured into a multi-specialty facility with diversified physician equity — converting a dependency-shaped asset into a leverage-shaped one before the eventual SCA Health affiliation and Optum acquisition.
Applied in Exit Desk
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