Earwig · Academic Intelligence

From tool to assistant

The Earwig tech development roadmap · 2026–2028

Six strands of AI, built into the software you already use. No new systems to learn, no school data leaving the bubble, just less admin for the people who should be teaching.

The squeeze

Admin is eating the school day


Special needs teachers are always balancing three roles, and the DfE keeps adding to the one that helps children least.

Roughly a third of a SEND teacher's time now goes on paperwork rather than on pupils.

Admin 35% Caring 30% Teaching 35%

How a typical SEND teacher's time divides across the working week.

What Earwig already covers

Seven of the nine heaviest admin jobs, in one subscription


These are the nine tasks that consume most teacher admin time. Earwig handles the seven highlighted below today, and AI will make every one of them faster.

  • Teaching evidenceEvidence module & app
  • Assessment & performance trackingAssessment module
  • Target & expectation settingEHCP annual review module
  • Parent engagementParent module & app
  • Report generationReporting module
  • School performance analyticsAnalytics module
  • Lesson planning & contentNext Steps feature
  • Provisioning & trackingNot covered
  • Behaviour tracking & safeguardingNot covered
Schools using Earwig report saving up to 30% of staff admin time, and more importantly, less stress, better decisions about pupils, stronger parent engagement, tighter coordination across a trust, and a school that stays Ofsted-ready.
Two routes to AI

Export your data, or let Earwig do it for you


Both routes are open to you. One is available now, one is where the platform is heading.

Short term

The data export model

Take your Earwig data out to an external AI agent, Claude, ChatGPT, Grok, Power BI and analyse it there. Three ways to do it:

The traditional route. Export most assessment data to a spreadsheet and go from there.

The API route · Power BI. Select the data you want and send it straight into Power BI.

The API route · data lake. Feed a data lake for multi-school trusts.

Long term

The built-in model

Use AI features built into the Earwig modules your staff already use every day.

No material change in processes. Gradual evolution, not a migration.

Data security. No school data leaves the bubble.

Data reliability. You always know exactly which data the system is working from.

Why Earwig

AI is only as good as the data behind it


Ten years of SEND-specific records, gathered by the teachers who wrote them.

10 yearsof relevant SEND data
10,000+teachers using Earwig
30,000+pupils with EHCPs
2 millionrecords added per year
The plan

Six strands of AI, released one at a time


We asked Earwig users which features they actually wanted. The percentage on each feature is the share who said yes.

1

Image recognition

73%

Identify pupils in images in the Evidence Bank

85%

Spot pupils who appear in an image and offer to blur them

2

Commentary

76%

Suggested commentary for records

79%

Suggested commentary for reports

3

Target setting

81%

Suggest EHCP (ISP) outcomes for annual reviews

90%

Break outcomes down into medium and short-term targets

4

Parent engagement

76%

A half-termly summary of school activity for each set of parents

59%

Suggested activities for parents to do at home to support learning

5

Analytics

79%

Ask for the report you want in plain language, then adjust it by voice

79%

Exception reports for teachers, leaders and governors, who is falling behind and who is pulling ahead

6

Lesson planning

76%

A Next Steps list based on your frameworks and previous performance

75%

Suggested lesson outlines with content you can use

Percentages are from a survey of Earwig users.

Implementation · funded by AWS

What arrives, and when


Through 2026 we lay the groundwork, the export APIs, the Accreditation module, the new staff and parent app. Through 2027 the six strands go live, one at a time.

September 2026

Image recognition

  • Blurring ready for trial
  • Permissions checks in place
October 2026

Suggested commentary

  • Report commentary · trial in 2026
  • Record commentary to follow
December 2026

Target setting

  • EHCP outcome breakdowns · early 2027
  • Annual review outcome suggestions — later 2027
February 2027

Lesson planning

  • Next Steps upgrade
  • Detailed lesson plans and resources
March 2027

Parent engagement

  • Parent report summaries
  • Suggested activities to follow
May 2027

Analytics

  • Power BI API, already live
  • Major analytics upgrade
Charging

Pay per strand, or take the full pack


Choose the strands you want and add more as you go. Beta testers get an initial discount.

Bronze

Low cost, self setup, self-managed

£30per strand

£150full pack

Silver

More flexibility, more support

£60per strand

£300full pack

Gold

The full Earwig package

£90per strand

£450full pack

Trust package

Designed for multi-school groups

−25%off the total schools charge

Potential 20% uplift on top of usual annual increases. Subsequent increases will be based on AI token costs.
Trust matters

Our principles


Built for SEND

Designed around special schools, not adapted from mainstream.

Evidence linked to data

Every suggestion traces back to a record a teacher made.

Secure

School data stays inside the Earwig bubble.

Teacher-controlled

AI drafts. Staff decide what is kept, changed or thrown away.

More time for what matters most

The goal is not better technology.

The goal is better outcomes for children — and less stressed staff.