SOCIAL PROGRAMS
Anticipate non-take-up
before rollout.
Local authorities, national schemes, foundations and associations, corporate inclusion programs: test the design and take-up of your programs on coherent populations of the targeted groups, before rollout or redesign.
THE THESIS — CARDINAL PROMISE
A social program isn't judged on its design. It's judged on what happens in a beneficiary's household, in the silence of a dropout, in the fatigue of a working poor person: when the program arrives.
Our system lets you see what will really happen.
APPLICATIONS
Three uses for social programs.
Design & redesign of programs
Test the design of a new program or the redesign of an existing one before rollout. Identify the groups who take it up, those who drop off, and the parameters that determine real adoption.
Accessibility & tackling non-take-up
Simulate different strategies for accessing entitlements: administrative simplification, automation, proactive outreach, mediation. Anticipate real take-up gains by group typology, identify differentiated levers based on vulnerabilities.
Ex ante evaluation of social policy
Model the likely effects of a structural reform before implementation: changes to benefit scales, converting a categorical benefit into a universal one, redesigning part of the social protection system. Inform the political decision with granular behavioral projections.
METHODS
Three ways to test a decision.
Comparing what a synthetic-population simulation brings against existing methods.
| AI PERSONAS | TRADITIONAL SURVEYS | IMAGINE ALL THE PEOPLE |
|---|---|---|
| SCALE | ||
| 5 to 10 fixed personas | 500 to 2,000 respondents | Up to 10 million coherent individuals |
| DYNAMICS | ||
| Frozen characteristics | Pre-written questions, static answers | Agents that ask, probe and brainstorm |
| TIME HORIZON | ||
| Assumed current state | Snapshot of the present | Projection of future consequences |
| DEPTH | ||
| One synthetic answer | Aggregated statistical tables | Individual dialogue + collective analysis |
| DATA & SOVEREIGNTY | ||
| Limited demographic data · US public cloud | Personal data collected at scale · Public cloud | Zero personal data · Infrastructure in France · On-premise possible |
OTHER CASES
One other decision tested in this sector.
METHOD — SOCIAL PROGRAMS
A fifteen-minute study.
How a test runs on our system, from the brief to the delivered study.
1
You formulate your decision
A question in plain language, phrased the way you would phrase it in the executive committee. No formalism required.
2
The system builds the populations
Target segments are reconstructed from public aggregates and industry data. No personally identifying data enters the system.
3
The agents interview, discuss, brainstorm
The system runs the interviews itself, probes friction points, and proposes alternative scenarios you had not considered.
4
You explore the study
You talk with individual voices, challenge the reasoning, change the decision and watch the impact in real time.
Your next decision
Which decision do you want to explore?
Describe your need. We can point you to the right level of support.
