Risk & Resilience

The Risk & Resilience domain. 4 frameworks in this family. Each is graded honestly; see the evidence model for the tiers.

By the time a plan reaches this family it has usually already been chosen. The durable move here is to confront that plan with the future it has to survive: imagine it has failed, anchor its estimates on how comparable efforts actually turned out, name the obstacle that will derail follow-through, or trace the path back from the success you want. Each one replaces optimism and inside-view storytelling with something you can act on before sunk cost and momentum distort judgment.

Reach for this family when

• You are about to commit to a launch, hire, migration, or investment and want risks surfaced and handled, not just noted.
• An estimate of cost, time, or odds feels optimistic and you need an outside-view check against real precedent.
• A goal is already decided but follow-through keeps failing in the gap between intention and action.
• A transformative or long-horizon goal needs a route mapped back to a concrete next step, because forward planning just extrapolates today.

Which one to use

These four work on different parts of the same problem, so the boundaries matter.

• Premortem works back from failure: assume the plan has already failed, surface the causes, and convert each into a tripwire and a pre-decided response. Use it as the last gate before committing a consequential, hard-to-reverse decision.
• Reference Class Forecasting attacks one specific error, the optimistic estimate. It anchors a cost, duration, or success forecast on the base rates of comparable past cases. It needs real base-rate data; with none, it does not apply.
• WOOP is the personal follow-through tool for a single actor: contrast the desired outcome against the internal obstacle, then bind an if-then plan to it. It commits to an already-chosen goal; it does not decide what to want, and it does not plan team work.
• Backcasting works back from success: fix a vivid future state and derive the milestone chain and preconditions back to today. It assumes the goal is right and maps the route, where the premortem assumes nothing and hunts for what breaks.

The two backward-looking methods are easy to confuse: premortem reasons back from failure to causes, backcasting reasons back from success to the path. WOOP is for one person’s commitment; backcasting builds a route a team can follow.

Composes with

This family is where work goes to be stress-tested, so it usually runs late. It is fed by Decision & Option Evaluation: choose the option first, then premortem it or forecast it before committing. A backcast or premortem assumes the goal is settled, so an unsettled endpoint sends you back there before you start. Forward consequence-tracing belongs to Systems & Consequences (a futures wheel radiates outward; backcasting derives inward to a path). When the dust settles, what you commit to and what you bet against feeds Meta-Thinking & Reflection, where a decision journal records the call for later review.

Framework	Evidence	What it does
Backcasting	P	Produces a backcast path by fixing a vivid desired future state and reasoning backward through the milestones and preconditions required to reach it, ending at the next concrete step available now.
Premortem	S/M	Generates a ranked risk register that stress-tests a planned decision by imagining it has already failed, surfacing the likely causes and pairing each with a mitigation, tripwire, and kill criterion.
Reference Class Forecasting	S	Produces a reference-class estimate by defining a class of similar past cases, taking their base-rate distribution of outcomes, and anchoring the forecast on that outside view rather than the optimistic inside view, with a conservative adjustment for specifics.
WOOP (Mental Contrasting with Implementation Intentions)	S	Produces a WOOP commitment card by working through Wish, Outcome, Obstacle, and Plan - contrasting the desired outcome against the main internal obstacle and binding an if-then response to it.

Not sure which of these fits your situation? The Framework Advisor will diagnose the job and recommend a minimal sequence.