Further Education
FE colleges face unique pressures on leadership, governance and ensuring consistent quality of teaching and learning. Analytics for enrolment trends, student engagement and retention are becoming a vital tool for Further Education to match supply and demand side pressures and ensure operational effectiveness.
Multi Academy Trusts
Trusts covering early years, primary and secondary phase education now rightly demand up to date analytics on student attendance, behaviour and safeguarding and academic progress and attainment. Joining data from multiple data sources from many different systems across schools can be complex and time consuming.
Universities
The new demands of a post pandemic student experience is placing different pressures in HE. Using machine learning to predict student drop out risk can help to safeguard both student wellbeing and financial sustainability. An effective data strategy including LMS, student databases and department systems will help to drive institution performance.