Social services
Municipalities, public-health bodies and NGOs
Real-time, consent-based financial stress signals that let agencies intervene before a household reaches crisis — turning reactive casework into preventive support.
The problem
- Socio-economic position is one of the strongest predictors of mental-health outcomes.
- Lower position drives financial instability, which drives chronic stress, which drives crisis.
- Agencies intervene once a household is already in crisis, when help costs the most and works the least.
- Dutch and especially Finnish agencies are already building budgeting tools to improve socio-economic position — but those tools still depend on someone noticing first.
- No real-time early-warning signal currently reaches a caseworker.
Use cases
Caseworker early warning
Surface households whose financial trajectory is deteriorating, before arrears or eviction proceedings begin.
Debt-counselling triage
Prioritise limited counselling capacity toward the households closest to a tipping point.
Population-level insight
Aggregate, anonymised stress trajectories to inform local policy and budget allocation.
Where we stand
Full pipeline running on live bank data
ValidatedPSD2 access, cross-bank normalisation, automation-platform orchestration and our MCP workflow run end to end against real accounts — not mock data, not a demo fixture.
Grounded in published socio-economic research
ValidatedThe stress model builds on established findings linking socio-economic position to mental health outcomes, including Dutch and Finnish public-health research.
Agencies are already building for this
ValidatedDutch and especially Finnish social bodies are actively developing budgeting tools to improve socio-economic position. The need is established and funded — what those tools lack is a real-time signal.
Agency pilots in the Netherlands and Finland
PlannedTarget design: a caseworker-facing early-warning view validated against real intervention outcomes.
Discuss an agency pilot
Tell us what you are trying to solve and we will tell you honestly whether we can help yet.
Request a pilot