The Methodology

The DAMM Framework

The DAMM Framework is a proprietary decision protection methodology conceived by Lorenzo Stillittano in 2024 and published in 2026 through the book "Decisioni che Costano". It analyzes high-impact decisions through 4 sequential pillars to prevent costly mistakes before they happen.

What is the DAMM Framework?

DAMM stands for Delimitation, Asymmetry, Margin, and Minimum Move (Delimitazione, Asimmetria, Margine, Mossa Minima in Italian). It is a structured decision analysis framework designed for strategic, high-stakes decisions where mistakes are costly or irreversible.

Unlike speed-oriented frameworks (OODA Loop) or problem classification frameworks (Cynefin), DAMM focuses on decision protection — identifying what you cannot afford to lose before evaluating potential gains.

The framework produces a Health Score (0-100) that measures the structural quality of a decision, calculated as the average of the 4 pillar scores.

The 4 Pillars

D

Delimitation

What can't you afford to lose?

Define the non-negotiable boundaries of your decision. Before evaluating options, identify the financial, relational, temporal, and reputational constraints that must be preserved regardless of the outcome.

Identify critical resources that cannot be sacrificed
Separate what is recoverable from what is irreversible
Establish the limits beyond which the decision becomes unacceptable
Map dependencies and vulnerabilities
Example

Before investing in a startup, delimit: the capital you need to live for the next 12 months is non-negotiable. Only what exceeds that boundary is available for risk.

A

Asymmetry

Is the risk proportional to the benefit?

Evaluate the asymmetry between potential gains and potential losses. A decision where you can gain 10x but lose everything is fundamentally different from one where you can gain 2x and lose 10%.

Quantify the real gain/loss ratio (not the perceived one)
Identify hidden asymmetries masked by cognitive biases
Evaluate the real probability of best and worst case scenarios
Consider the opportunity cost of unchosen alternatives
Example

A career change promising +30% salary but risking stability, professional network and 5 years of seniority has an unfavorable asymmetry — the downside outweighs the upside.

M

Margin

Does your plan survive the unexpected?

Assess the margin of safety in your decision. If your plan only works when everything goes perfectly, it has no margin. DAMM measures how much room exists for errors, delays, and unexpected events.

Stress-test the plan with 30-50% deviations from optimistic forecasts
Build concrete backup plans, not generic hopes
Evaluate temporal resilience: how long can you sustain the decision?
Identify single points of failure that could collapse everything
Example

If your business plan requires 95% occupancy rate to be profitable, you have zero margin. A robust plan works even at 70%.

M

Minimum Move

Can you test before committing?

Identify the smallest possible action to test the decision before full commitment. Instead of going all-in, find a reversible first step that provides real information about whether the choice is sound.

Design a low-cost experiment that simulates the decision
Look for early signals of success or failure
Maintain reversibility as long as possible
Define clear go/no-go criteria before scaling
Example

Before opening a restaurant, host pop-up dinners for 3 months. Cost: 1/100th of the total investment. Information: real customer feedback, menu testing, location validation.

Health Score

The DAMM framework produces a Health Score from 0 to 100, calculated as the average of the 4 pillar scores multiplied by 10. It is a synthetic measure of the structural quality of a decision.

80-100

Well-protected decision

All pillars are solid. Risk is managed, margin is adequate, the move is testable.

60-79

Moderate protection

Some pillars are weak. There are manageable risks that require attention.

40-59

Weak protection

Significant vulnerabilities. The decision requires revision before proceeding.

0-39

Dangerous decision

High risk of costly outcome. Seriously consider not proceeding or restructuring completely.

When to use DAMM

Ideal for

Significant financial investments
Career changes or relocations
Strategic business decisions
Choices with irreversible consequences
High-value negotiations
Decisions under time pressure

Not designed for

Routine operational decisions
Low-impact daily choices
Situations requiring immediate action without analysis
Purely emotional/relational decisions

Origin of the Framework

The DAMM framework was conceived by Lorenzo Stillittano in 2024 and made public in 2026 with the publication of the book "Decisioni che Costano". It was born from the observation that most decision frameworks focus on what to do, while DAMM focuses on what to protect.

The fundamental insight is that the most costly decisions don't fail due to lack of analysis, but because people didn't identify in advance what they couldn't afford to lose.

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