When PFEM is used
PFEM is used when a system, programme, or decision process is operating — but no one has tested whether the governance conditions that are assumed to exist actually hold under pressure. It is appropriate in environments where:
Ownership of AI-influenced decisions is named but never tested
Authority exists on paper but has not been exercised against a real failure
Override mechanisms are in place but their real-world effectiveness is unknown
Dependencies are assumed to be managed but have not been interrogated
The board or regulator is beginning to ask questions that cannot yet be answered with evidence
In these conditions, proceeding without a pre-failure determination creates exposure that compounds silently until pressure arrives.
What PFEM does:
Reveals exactly where a system will break under pressure before it does
Populates a 4x4 Constitutional Stress Map across 16 known pre-failure conditions in Red, Amber, and Green states
Derives every finding from the buyer's own words in a structured 90-minute facilitated conversation
Produces a five-paragraph constitutional narrative naming where the structure will hold, deform, and break
Identifies the most plausible failure pathway and the single structural contradiction the board should address first
Where Will This System Break?
PFEM maps the pre-failure structural conditions present in your system right now - across ownership, authority timing, override reality, and dependency - against four constitutional tests: harm prevention, truthfulness, uncertainty handling, and opposition and stop-power.
What PFEM does not do:
Predict outcomes or assign probability to failure events
Assess maturity, score readiness, or produce compliance certificates
Make recommendations or prescribe governance programmes
Determine whether a system is safe, adequate, or defensible
Replace legal, regulatory, or audit obligations
Terms and Conditions Apply
Sixteen cells. Each one a known failure pattern. Derived from your own answers. Delivered as a board-ready determination.
The pre-failure window is open when the report lands. What the organisation does with it is its decision. What PFEM does is make sure that decision cannot be avoided.
Outputs
PFEM produces a board-ready Pre-Failure Stress Map report delivered within 10 working days of the session, containing:
Structural Red — likely to fail too late or invisibly under pressure
Action Zone (Amber) — material stress sensitivity requiring board attention
Works but needs watching (Yellow) — functioning but tempo-sensitive
Proven and exercised (Green) — holds under pressure