SOCIAL PROGRAMS · FAMILY BENEFITS OFFICE CASE: DIGITAL PLATFORM
“How do we deploy a digital benefits platform without deepening non-take-up among the most fragile publics?”
Completed case for a French departmental family benefits office (CAF) facing the deployment of a unified digital benefits platform.
THE CONTEXT
A necessary modernization: from which the most fragile publics risk exclusion.
A French departmental family benefits office was preparing the deployment of a unified digital benefits platform, progressively replacing in-person service desks and paper forms. The technical foundation was solid: an optimized digital journey, an integrated benefits simulator, pre-filled forms, a proactive notification system. The political ambition was twofold: improving administrative efficiency and structurally reducing non-take-up by easing the journey.
The risk perceived by the office's leadership was the digital exclusion of the most fragile publics: elderly publics, publics in digital illiteracy, publics with compounded social fragility. Several national studies documented the paradox of digital benefits platforms: they improve the overall take-up rate but degrade access for the most fragile publics, widening the take-up gap between publics. The leadership did not want to reproduce that pattern.
The leadership mobilized our system to test 5 deployment configurations, with particular attention to support programs for fragile publics and the preservation of non-digital channels.
THE INQUIRY
Three insights that recomposed the deployment.
The take-up gap structurally widens in the first 12 months of deployment.
Our system identified a structural dynamic of administrative digital deployments: in the first 12 months, the take-up rate of digitally autonomous publics rises quickly (+18 pts), while the take-up rate of fragile publics stagnates or recedes. The take-up gap between publics structurally widens in this window, independently of the platform's intrinsic quality. Dedicated support for fragile publics, deployed simultaneously with the platform's launch, is the only mechanism that prevents this widening.
Support must be operational before the digital deployment, not after.
Our system tested several sequencings of the support. Support deployed after the platform's launch (in reaction to observed difficulties) recovers 34% of the widening of the take-up gap. The same support deployed 6 months before the launch, with upstream training of fragile publics and identification of local relays (town halls, associations, social workers, digital mediators), prevents 78% of the widening. Upstream sequencing is structurally more effective than reactive support.
Preserving in-person desks in areas of concentrated fragility is a non-negotiable precondition.
Our system tested the closure of in-person desks by territorial profile. A uniform closure across the department widens the take-up gap by 22 pts over 24 months. A differentiated closure, preserving in-person desks in the 6 identified territories of concentrated fragility (areas with high concentrations of elderly publics, digital illiteracy, social fragility), limits the widening to 4 pts. The territorial geography of fragility is a structuring decision parameter.
THE METHOD
How we built the inquiry.
Our system rebuilt a synthetic population of 340,000 claimants and potential non-claimants of the department, calibrated on the office's proprietary data (claimant typologies, interaction history, fragility indicators) and on national studies of the French public's relationship to digital administrative services. The population was structured into 14 profiles crossing age, relationship to digital tools, level of social fragility, geography of residence and prior exposure to benefits programs.
Our system interviewed 3,800 synthetic claimants on the 5 deployment configurations, with dynamic follow-ups on the moments of renunciation (abandoning a digital procedure, not knowing about an entitlement, difficulty finding support). Trajectories were projected over 24 months with modeling of take-up dynamics by profile and territory.
THE DEPLOYMENT
What was decided, what happened.
The office retained the strategy combining deployment of the unified digital platform on the initial calendar, dedicated support for fragile publics operational 6 months before launch (upstream training, identification and training of 240 local relays: social workers, associative digital mediators, town hall staff, retiree association leaders), preservation of the 6 in-person desks in the territories of concentrated fragility, and proactive outreach to fragile publics for first-use support.
At 18 months into deployment, the overall benefits take-up rate is up 14 pts versus the prior period. The take-up rate of fragile publics is up 8 pts (against a sector projection of −4 pts under a standard deployment). The take-up gap between digitally autonomous and fragile publics narrowed by 6 pts, instead of widening. The methodology has been referenced by the national family benefits fund (CNAF) and is being deployed in several other departmental offices.
- OVERALL BENEFITS TAKE-UP
- +14 ptsvs the prior period
- TAKE-UP AMONG FRAGILE PUBLICS
- +8 ptsvs a −4 pts standard projection
- TAKE-UP GAP BETWEEN PUBLICS
- −6 ptsinstead of widening
- IN-PERSON DESKS PRESERVED
- 6 of 24in areas of concentrated fragility
THE LESSONS
Two principles transposable to administrative digital deployments.
The take-up gap structurally widens in digital deployments without dedicated support.
This case confirmed a structural dynamic of administrative digital deployments: without dedicated support for fragile publics, the take-up gap between digitally autonomous and fragile publics structurally widens in the first 12 months, independently of the platform's intrinsic quality. This principle implies designing digital deployments that natively build in support, sized to be credible. It holds for family benefits deployments, but also for every administrative digital deployment: taxes, pensions, healthcare, education, social housing.
Deploying support upstream is structurally more effective than reactive support.
Support deployed before the digital platform's launch prevents the widening of the take-up gap more effectively than support deployed in reaction to observed difficulties. This principle implies inverting the classic deployment calendar: investing in support before the platform even launches, with upstream training of local relays and prior identification of the fragile publics to support.
GET STARTED
Preparing the deployment of an administrative digital platform?
Administrative digital platform deployments, family benefits, taxes, pensions, healthcare, education, social housing, integration programs, share common mechanics with this case. A structural risk of widening the take-up gap, the value of upstream support, the weight of differentiated preservation of non-digital channels. Every deployment is singular, but the analytical levers are transposable.
The dynamic agents scope with you the parameters of a simulation adapted to your situation, ahead of the decision. From initial brief to first deliverable, allow 20 to 30 minutes, depending on the case's complexity and the breadth of the populations to model.