TRANSFORM
Test a transformation on the people who will actually have to live with it.
A transformation does not apply to an abstract organisation: it applies to routines, constraints and arrangements already in place. They are what determines the outcome.
- 01CURRENT SYSTEM
- 02TRANSFORMATION
- 03POPULATIONS
- 04ADAPTATIONS
- 05SIDE EFFECTS
- 06NEW EQUILIBRIUM
02 — WHAT THIS DECISION ACTUALLY CHANGES
What actually moves.
A transformation breaks practices that were never documented, and often unknown to those deciding.
The cost of change is never evenly spread: it concentrates on a few populations.
Local adaptations can cancel out the expected benefit without ever producing visible conflict.
03 — WHAT MUST BE SIMULATED
What must be simulated.
- The real practices threatened by the new system
- The populations that will bear the cost of adaptation
- The likely workarounds and their effect on the expected benefit
- The real time to appropriation, beyond deployment
04 — POPULATIONS CONCERNED
Populations concerned.
- Populations whose work or daily life changes directly
- Populations exposed indirectly, through spillover or displacement
- Middle management, tasked with absorbing the gap
- External audiences who live with the system without having chosen it
05 — MECHANISMS TO OBSERVE
Mechanisms to observe.
- Existing routines and new frictions
- Material constraints and capacity to adapt
- Resistance, workaround, partial adoption
- Displacement effects onto other populations
- Invisible costs and emerging practices
06 — EXAMPLE QUESTIONS TO TEST
Questions to test.
- “Which practices are we going to break?”
- “Who will actually bear the cost of the change?”
- “Which adaptations will appear?”
These formulations are examples of testable decisions. They do not report on any executed simulation.
07 — REAL CASE STUDIES
Decisions already tested.
- URBAN PLANNING & MOBILITY“How can a tramway be introduced along a historic shopping corridor without driving out the local businesses that give the neighborhood its character?”340 exposed businesses · service launch at month 30 · 36 months projected
- HUMAN RESOURCES & ORGANIZATION“How can collective presence be increased without turning an organizational policy into a loss of autonomy?”Profiles combining occupation, commuting constraints and collaboration needs
- RETAILAnticipate how the bulk-food aisle will evolve over 5 years in a general retailer.3.4M shoppers · 13 attitudes-to-bulk profiles · 60 months
- ENERGY & UTILITIES“How can a new generation of smart meters be deployed without reactivating historical opposition?”3.8M households · 15 profiles · 36 months
- URBAN PLANNING & MOBILITY“How can a historic city center be pedestrianized without driving away downtown residents?”420,000 residents and workers · 36 months of trajectories
- FRAUD PREVENTION“How can a predictive AI system be designed to identify fraud-risk profiles without discriminating against legitimate customers or exposing the insurer to reputational risk?”2.2M policyholders · 17 attitudes-to-control profiles · 24 months
08 — HOW IMAGINE ALL THE PEOPLE SIMULATES
The method applied to this decision.
- Describing the current system as it is actually experienced, population by population.
- Injecting the transformation into that system, with no assumption of buy-in.
- Observing adaptations, workarounds and displacement effects.
- Comparing several deployment options.
Explore another decision
- LaunchTest what will drive adoption — or rejection — of something new.
- PriceUnderstand what a price change actually transforms in people's behaviour.
- RepositionChange perception without destroying the value that was already there.
- ReformTest a new rule on the populations that will actually have to live with it.
- ArbitrateCompare several possible futures before making a decision that is hard to reverse.
- AnticipateExplore what can happen when behaviours evolve over time.
- ReactTest a response when time, trust and cascading reactions become critical.
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