For superintendents & district leaders

How to Use AI to Transform Last Year's Assessment Data
to This Year's Strategic Actions problem.

A free 22-page guide to using AI to turn 2026 assessment results into documented, tracked action for 26-27 — with first drafts in 2 days, not 4 weeks.

22 pages 4 strategies, step by step Copy-ready prompts included
Download Now

Get Your Free Copy

Get your free copy
Enter your details and we'll email the PDF right away.
What's inside

Prompts, Stey-by-Step Guides, and More

A practical guide for district leaders with:

Why data analysis stopped being the bottleneck a decade ago — and what actually is

4 specific ways AI helps districts move past implementation breakdowns

How to draft the required paperwork — improvement plans, board summaries, funding justifications — straight from your data

A step-by-step process, with copy-ready prompts, for turning a data pattern into a documented, owned action plan

How to set up recurring AI check-ins so a goal stays visible all year, not just at the next data cycle

What to do differently for 26-27 so this cycle's plan doesn't repeat this cycle's fall-off

Four ways past the breakdown

Four ways AI moves districts past the usual implementation breakdowns.

The paper walks through each one with the reasoning behind it, not just a list of features to try.

01 · Documentation

Turning assessment data straight into the paperwork the cycle requires.

Improvement plans, board summaries, needs assessments, school improvement plans, PD plans, and more, drafted from your actual results, so the writing stops competing with the planning.

02 · Analysis at Scale

Getting to why a goal stalled, not just which score missed.

A missed target and its cause are two different findings. Artificial intelligence has long helped districts analyze their assessment data, and other data sources, at scale.

03 · Turning Documents into Daily Action

Ensuring everyday learning activities are routed in your yearly plans and documents

Educators don't consult your annual plans each time they make a lesson plan, activity, or assessment. A Good K-12 AI tool, however, literally does just that, meaning it helps drive plan implementation every single day from August to June.

04 · Communicating in Plain Language

Turn your analysis, improvement plans, and more into materials for your community and board.

Translating from "technical education and pedagogical language" into plain language for your community or board is something AI is very good at. Use it to help produce the materials you need for each audience.

22
pages of research-backed guidance
4
strategies to move past implementation breakdowns
$18M
in federal R&D from IES & NSF
Backed by research with the University of Washington and the AmplifyLearn.AI Research Center, led by Dr. Min Sun. Compliant with SOC 2, FERPA, COPPA, SOPIPA, and GDPR.
Free · 22 pages · Instant delivery

Data hasn't been the hard part. Follow-through has.

Get the full white paper: four strategies, a step-by-step process, and the exact prompts to turn 2026 assessment results into documented 26-27 action.

Why Teachers Love Colleague AI

Create and Improve Assessments

Create assessments aligned to standards and generate rubrics in minutes.

start using ai for grading

Significantly Reduce Time on Grading

Use AI for grading, without removing human involvement. Improve feedback quality without sacrificing time.

Differentiate Instruction at Scale, Faster

Start Your Free Trial Now

Start using Colleague AI today. Sign up and explore our free trial.