Marginal Gains

The dashboard is not the destination.

Good reporting shows you where to look. Marginal Gains helps schools and school groups carry the work on: understand the issue, agree an action and bring the evidence back to the next review.

Request a guided product tour Follow the improvement loop
From insight to action

Keep the work connected.

The useful part is what happens after a report shows you a problem. These are the steps we are building around.

Find and understand

Search for the visual you need. Check its definition and open the help while you work. Put the finding alongside the school’s context.

Decide and act

Agree the next step. Give it an owner and a review date. Keep the original evidence visible so the context is not lost.

Evidence and review

Keep notes and supporting files with the work. Review what changed and carry that learning into the next decision.

Inside Marginal Gains

An action with its context attached.

This demonstration shows a monitoring-visit action. The panel brings together the task, its owner, its due date and the meeting item it came from.

  • The action says what needs to happen: agree a new visit date.
  • The owner and due date are visible beside the task.
  • The source is explicit: Northfield hub minutes, item 4.2.
Unaltered crop of the synthetic Marginal Gains action panel. A monitoring-visit action shows its detail, status, due date, owner Maya Wilson and source, Northfield hub minutes item 4.2.
Synthetic demonstration data. Unaltered crop of the action detail panel; names and organisations are fictional. Open full-size capture.
Open Education AI framework

Useful AI starts with governed results.

Generative AI helps people find, understand and communicate. The calculations come from named, versioned functions in a curated education Logic Library. The model does not invent its own measures.

Keep the source visible. Show the definition and governed result behind the explanation.

Keep people in the decision. A person chooses the action and reviews the output.

Make the output useful. Bring the report template your team uses. We can show which outputs fit and where configuration is needed.

Show the actual workflow. A guided tour can work through search, integrated help, action and evidence using demonstration data.

People, process and culture.

Software can make a routine easier to run. People still need shared understanding, clear ownership and time to act.

Bring a school improvement scenario.

Tell us what your team is trying to do and we’ll arrange a walkthrough using demonstration data.

Marginal Gains supports school groups, with a single-school edition on the way.

Please do not include pupil information, personal records or confidential school data.

We’ll use these details to respond to your request. Read our privacy notice (opens in a new tab).

Keep in touch

If you’re not ready for a tour, you can still hear about what we’re building and where we’ll be.

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