Applied Intelligence Briefing
Edge Analytics / Applied Intelligence BriefingCase study
Planning for schools
Edge Analytics uses the EDGE-UCATE Mainstream model to support robust, data-driven school-place planning aligned with official best practice.
- Users
- Local authorities
- Platform
- EDGE-UCATE
- Purpose
- School places
Cohort-based forecasts connecting pupils, housing, preferences and school capacity



The business challenge
How many school places will communities need and where will pressure emerge?
Context
School-place planning must reconcile changing pupil cohorts, planned housing, migration, parental preferences, school capacities and future openings or closures. Authorities need a transparent evidence base that supports both immediate decisions and long-term strategy.
Requirement
Create a robust local assessment of future mainstream school-place requirements across primary and secondary provision.
Method
- 01
Local evidence
Combined resident children, school rolls, admissions, capacities, housing plans and pupil-yield factors.
- 02
Cohort forecasting
Configured forecasts to move pupil cohorts through the school system and test alternative assumptions.
- 03
Capacity impact
Integrated natural cohort change, housing growth and planned changes to the school estate.
Outputs & significance
Cohort evidence keeps capacity aligned
10 yr
School forecasts
Produced five- and ten-year forecasts for individual primary and secondary schools and planning groups.
Scenario testing
Tested alternative pupil, migration and housing assumptions against planned capacity.
Integrated reporting
Connected pre-school and school cohorts, housing development and estate change in repeatable outputs.
Significance
Long-term plans need short-term precision
A data-driven, cohort-based framework helped authorities distinguish enduring capacity requirements from temporary local pressure.