Jawn Lam

The ADAPT Loop

Power & PoliticsFramework2 min read

This series takes a single diagram, the master diagram of The ADAPT Loop, and unpacks it into something you can actually use. The original is dense by design: it tries to capture an entire decision-and-consequence cycle in one canvas, with no legend, no plain-English glosses, and a few crucial relationships left for the reader to infer.

The name is the spine. Every deliberate move runs through five beats, and the first letters spell what the loop is for: Agenda (who acts, and why), Decide (weigh the options and commit), Act (the move crosses into the world), Perceive (reality responds, and you read it), and Track (carry what you learned into the next round). Run the five beats well enough, often enough, and you adapt, which is the only strategic skill that compounds.

This is not a theoretical guide. It is a working manual. Every term has an operational meaning. Every loop has a destination. The case studies are fictional but specific (names, numbers, dynamics), because vague illustrations produce vague tools.

The framework, once decoded, is small enough to carry around in your head and large enough to organize a strategic life around. The pieces listed at the foot of this page are meant to do that work: to compress the framework into the kind of mental object you actually deploy under pressure, rather than the kind you admire on a wall.

The ADAPT Loop, decoded

The whole loop on one page: the planning zone above, the consequence zone below, one thread of action between them, and the two loops that carry each result into the next round. Play it to follow a move from the actor to the outcome, or select a beat to light up its parts.

Planning: inside the actor's head, reversibleConsequence: out in the world, irreversibleAAgendaDDecideAActPPerceiveTTrackYesYesNo: rescopeNo: rescope or rebuildthe selection's U(PP)resource loopresource loop → Resourceslearning looplearning loop → InterestActorActorthe person or groupactingAgendaAgendatheir long-termambitionInterestInterestwhat they careabout right nowObjectiveObjectivea concrete aim topursueGoalGoalthe specific resultthey wantTargetTargetwho or what theymust moveResourcesResourcesmoney, time,clout, infoEnoughresources?CapabilitygateEnough resources?OptionsOptionsthe possiblemovesdecision matrixDecision matrix: utility is benefit minus costPPPreferredpositionAAAdversealternativeBBenefitB(PP)B(AA)CCostC(PP)C(AA)UUtilityU(PP)U(AA)SelectionSelectionthe move you commit toActionActionthe chosen moveComponentsComponentsit plays out inpartsActual effectActual effectwhat reallyhappensExpected UExpected utilitythe matrix predictionActual UActual utilityreal value versustargetPerceived UPerceived utilityyour belief about itPerception gap = Actual U − Perceived UPerception gapActual U − Perceived U: real value versusbelieved valueObservationObservationwhat the actor seesOutcomeOutcomethe settled result

Planning: inside the actor's head, reversible

  1. AAgenda

    1. Actor the person or group acting
      • → Agenda
    2. Agenda their long-term ambition
      • → Interest
    3. Interest what they care about right now
      • → Objective
    4. Objective a concrete aim to pursue
      • → Goal
    5. Goal the specific result they want
      • → Target
    6. Target who or what they must move
      • → Capability gate

  2. DDecide

    1. Resources money, time, clout, info
      • → Capability gate
    2. Capability gate Enough resources?
      • Yes → Options
      • No: rescope or rebuild → Actor
    3. Options the possible moves
      • → Decision matrix
    4. Decision matrix each option scored if it succeeds and if it fails
      • Benefit B(PP), B(AA)
      • Cost C(PP), C(AA)
      • Utility U(PP), U(AA)
      • → Selection
      • The selected option's U(PP) becomes the expected utility
    5. Selection the move you commit to
      • → Action

Consequence: out in the world, irreversible

  1. AAct

    1. Action the chosen move
      • → Components
    2. Components it plays out in parts
      • → Actual effect
    3. Actual effect what really happens
      • → Three utilities

  2. PPerceive

    1. Three utilities expected, actual, and perceived
      • Expected utility the matrix prediction
      • Actual utility real value versus target
      • Perceived utility your belief about it
      • → Perception gap
    2. Perception gap Actual U − Perceived U: real value versus believed value
      • → Outcome

  3. TTrack

    1. Observation what the actor sees
      • Learning loop → Interest
    2. Outcome the settled result
      • → Observation
      • Resource loop → Resources

Select a beat to see what happens in it.A: Agenda. Form the aim: who acts, and why.D: Decide. Check capability, weigh the options, commit.A: Act. The move crosses irreversibly into the world.P: Perceive. Reality responds, and the actor reads the result.T: Track. Carry resources and lessons into the next round.

A loop at every scale

ADAPT repeats at several scales. A single move inside a larger effort can be a small loop of its own: an executive decides how to word one email to the person who controls a decision, sends it, reads the reply, and adjusts the next one. Moving one person on one decision is one pass at the next scale. A campaign that runs for months, such as a year-long effort to merge two regional warehouses, is one pass at a larger scale still, with an agenda of its own and its own tracking at the end. And over a career, the way a person's political judgment improves follows the same loop, each campaign's tracking feeding what they decide the next time.

When the loop is the wrong tool

The loop has limits. Where speed matters more than reflection, as in routine operational calls, running all five beats costs more than it returns. In a crisis, perceiving the response may take longer than the window for acting allows. And where a decision follows a fixed rule whose structure never changes, there is nothing for the loop to learn.

The series begins with The Master Diagram.

12 of 12 pieces published

The Framework

Three Cases

In Practice