From school data to better decisions.
We analyse assessment and attainment data to reveal the real story behind the numbers — so leaders can make confident decisions, target support and improve outcomes.
Launch model: anonymised datasets only. Please do not send pupil names, dates of birth, UPNs or other direct identifiers.
KS3 Overview — Summer Term 2026
56%
38%
24%
28%
Analysis designed for school leaders
Choose the level of analysis you need — from a focused subject check to a strategic cross-year review.
Data Reality Check
Focused review for one subject or department, highlighting attainment, key pupil-group gaps and immediate priorities.
Year Group Deep Dive
Detailed year-group analysis across subjects and pupil groups, with clear priorities and practical recommendations.
Strategic Data Review
A strategic cross-year review of patterns, gaps and priorities, presented for senior leaders and governors.
What you actually receive
- Clear dashboards and written interpretation
- PP, SEND, HPA and other agreed group comparisons
- Identification of priority subjects and patterns
- Practical intervention and review recommendations
- Leadership and governor-ready summaries

About Olwyn McCollin
With more than 20 years in education and senior school leadership, I understand the pressures schools face and the questions behind the data. I focus on what the figures mean, who is driving the patterns and what leaders can realistically do next.
Read moreA simple process
No MIS access required. No complicated setup.
Send anonymised data
Excel or CSV is usually enough.
We analyse
Patterns, gaps, groups and priorities.
Receive your report
Dashboards, interpretation and recommendations.
Discuss if needed
Optional walkthrough of key findings.
Take action
Use the evidence to target improvement.