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Michigan education data intelligence

Find the story in your data before the state does.

Academic Forensics helps districts uncover data issues, compare performance beyond standard state reports, and strengthen submissions before they affect statewide accountability scores.

Explore the Platform
13%average increase in Overall School Index Scores
30%improvement achieved by some participating districts
District Readiness Overview
Projected OSI Readiness 87.4 Up 13% from prior year
87
!
4 potential data issues foundReview before state submission
Performance ComparisonStatewide peers
District84
Charter72
Management Co.64
AttendanceNeeds Review
DisciplineValidated
Personnel2 Flags
Recommendations generated before submission
Built for Michigan education leaders
Districts
Charter Schools
Authorizers & ISDs
Management Organizations
Go beyond the state dashboard

State reporting shows what happened. Academic Forensics helps explain why.

Bring statewide data and district submissions together in one focused review environment designed to reveal patterns, risks, and opportunities that conventional reports leave hidden.

01

Compare the groups that matter

Analyze performance at district, charter, management-company, and other meaningful peer levels that are not readily reported by the state.

02

Catch issues before submission

Upload state reports for a proactive review of attendance, discipline, personnel, and other data that may negatively affect accountability results.

03

Turn findings into action

Receive practical recommendations that help district teams correct concerns, strengthen reporting, and improve the accuracy of their statewide score.

Measured district impact

Better data decisions can create meaningful score improvement.

Districts using Academic Forensics have achieved an average 13% increase in their Overall School Index Scores compared with the prior year, with some districts improving by as much as 30%.

13%

Average improvement in Overall School Index Scores

30%

Improvement achieved by some districts

Before

Review and recommendations happen prior to state submission

A clearer path to submission

From raw reports to confident decisions.

1

Connect statewide context

Explore Michigan school data through flexible comparison groups tailored to the questions district leaders actually ask.

2

Upload district reports

Bring the reports your team plans to submit into a secure review process before the reporting window closes.

3

Identify risk and opportunity

Surface anomalies, missing information, and trends across high-impact areas such as attendance, discipline, and staffing.

4

Improve and submit

Use focused recommendations to address concerns, validate the data, and submit with greater confidence.

Start with your district’s data

Know what could affect your score before you submit.