Marginal Gains - where repeated 1% improvements lead to exceptional results

Marginal Gains is a secure web application built on the Open Education AI standard datalake. We host this for you so you don't need to worry about infrastructure or licences. Working with the OEAI community we have built clever features using generative AI to cut down workload and provide actionable insights. This transforms the Datalake into a complete decision support system for schools and school groups.

The theory of marginal gains was popularised by Dave Brailsford and the British Cycling Team. He believed that if you make a 1% improvement in a host of tiny areas, the cumulative benefits would be remarkable.

This is true in education also - research demonstrates both the individual impacts on academic outcomes for every 1% improvement in school attendance, and more broadly through societal impact of the same to GDP, health, policing and wider citizen services.

What if we could make similar marginal, week on week improvements, to student wellbeing and safeguarding? A small percentage improvement to budgets through effective SEN allocations, capital projects success, or cost reduction through integrated curriculum financial planning? At the same time, term on term improvements in academic outcomes, destinations, staff recruitment or retention? This could lead to exceptional improvements in the outcomes and life chances of our young people.

Key features

Making data informed decisions easy

01

Completely configurable

One size does not fit all. You know who needs to see what, and so you can configure the app to do exactly that. Assessment, Finance, Operations, school or group level, you are in control.

02

EdTech Connections

We use all OEAI Modules to connect to your EdTech systems. From the MIS to safeguarding, assessment to operations, Finance, People and more. As OEAI EdTech connections grow, so does Marginal Gains.

03

Advanced AI

Move beyond standard reports with features such as predicting student absence and safeguarding risk using machine learning, and automating report creation and workflows using generative AI and natural language.

04

Rich School Functionality

Understand all public data about your schools and where you are nationally, and prepare for Ofsted with IDSR analysis. Track KPI's aligned to your school strategy, and automate time consuming workflows in governance and SEND.

Explore Marginal Gains

See how data-driven insights power better decisions

Marginal Gains - School Performance Heatmap
Marginal Gains - Pupil Premium Gap Analysis
Marginal Gains - Trust Headlines
Marginal Gains - Pupil Premium Opportunities
Marginal Gains - Trust Strategy Dashboard
Marginal Gains - KPI Detail View
Marginal Gains - Governance Monitoring
Marginal Gains - AI Visit Plan
Marginal Gains - AI Analysis

School Performance Heatmap

Executive overview showing key metrics across all schools in your trust. Quickly identify performance patterns with colour-coded indicators for attendance, attainment, and progress.

" "

At The Kite Academy Trust, our approach to Education AI has revolutionised decision-making at every level. No longer do we spend hours trawling through spreadsheets to analyse data to support with decision making. With AI-driven insights, we have real-time, accurate data that enables us to work collectively and focus our energy on the right things, at the right time—maximising impact for our pupils and colleagues alike. This shift has been pivotal in our Trust transformation journey.

Jeremy Meek, CEO · The Kite Academy Trust

Start making marginal gains today

Discover how small improvements can lead to remarkable outcomes for your organisation.

Request a Demo