Family-First Academic Systems

Your child's
learning story
belongs to you.

"The story of a child's learning belongs to the family that lives it."

The Canonical Egg
Your child's data, owned by your family — forever.
Not owned by the school. Not owned by the district. Yours.
7.5M students receive special education services in the US
1 in 5 children has a learning or attention challenge
IEP Consultation
Walk into every meeting knowing more than you did before.
With a practitioner who has sat on both sides of that table.
Why SageGap Exists

There is a gap between
what families know
and what they have a right to.

01

IEP meetings are not designed for families. They are designed for compliance. Parents are handed documents they've never seen and asked to sign at the end of a 45-minute meeting.

02

A child's records do not follow them the way they should. Every school transition, every new teacher, starts from scratch. The family holds the history — but rarely the tools to use it.

03

Teachers want to differentiate. Systems don't give them time. The gap between what a child needs and what an overloaded teacher can build costs real learning, every day.

04

Multilingual families navigate this in a second language. The complexity of special education law lands on families already carrying the weight of cultural and linguistic distance.

"Families don't need to be fixed.
They need to be
equipped."

SageGap was built from the inside — by someone who spent nearly two decades in Title I inclusion classrooms, who navigated IEP processes as a parent, and who knows that the families showing up to those meetings love their children fiercely and deserve a system that honors that.

~20 years in Title I inclusion classrooms — the foundation SageGap is built on
The Canonical Egg

One place. One story.
Owned by your family.

Most platforms store your child's data for institutional convenience. The Canonical Egg is different — it's a longitudinal, family-owned record of your child's learning journey that travels with them, grows with them, and belongs to no one but you.

Longitudinal by design
Every evaluation, every goal, every accommodation — captured in sequence so patterns become visible and progress is undeniable.
Family-owned, not institution-owned
Your child's data isn't an institutional asset. The Canonical Egg asserts family sovereignty at every layer of the architecture.
Human-confirmed truth
Nothing becomes canonical record without a family member confirming it. AI can process — only you can authorize.
Feeds intelligent systems as AI advances
The richest, most personal data about your child's learning is yours — and it becomes more valuable as AI tools grow more capable of using it to help them.
Who We Serve

Built for every person
in a child's corner.

SageGap serves the full ecosystem — because children are best served when the people around them are connected, informed, and equipped.

🏠
Families & Guardians

Navigate IEPs, own your child's records, and walk into every school meeting with the knowledge and confidence you deserve.

✏️
Classroom Teachers

The Teacher Copilot calibrates instruction to every student's proficiency level — with integrated supports built in, not bolted on.

🎓
Special Education Teachers

Compliance-ready documentation, IEP-aligned tools, and systems that honor the complexity of your work without multiplying your paperwork.

💬
School Counselors

Shared language, shared data, shared outcomes — connecting the full support team around each child's documented journey.

🌐
Multilingual Families

Special education law is hard enough in one language. SageGap meets families where they are, with clarity, not compliance-speak.

🤝
Community Partners

Therapists, advocates, social workers — anyone who serves the child connects to the same trusted, family-authorized record.

What Changes

What families experience
when SageGap is in their corner.

01

Families walk into IEP meetings prepared

No more signing documents you've never seen. No more nodding through jargon. You arrive knowing your rights, your child's data, and your options.

IEP Readiness
02

A child's record survives every transition

New school, new grade, new teacher — the Canonical Egg holds the full story so no child has to start over just because a building changed.

Data Continuity
03

Teachers reach every learner — not just the median

The Teacher Copilot builds instruction from proficiency up, with supports and complexity controls that move with the student, not against them.

Instructional Equity
04

Families become advocates, not bystanders

When a family understands their child's data, they stop waiting for the system to act and start leading the conversation. That shift changes everything.

Family Agency
Teacher Copilot

AI-powered instruction
built for real classrooms.

The Proficiency Instrument is the only tool that calibrates task design, integrated supports, and complexity controls simultaneously — from a single proficiency input.

The calibrate() function
One input. Cascading outputs. Task design, scaffolds, and complexity — all calibrated to where the student actually is.
129 skill atom architecture
Built for Indiana Grade 7 Mathematics with 24 standards and PLD-tagged example items. Precision at the skill level.
Source-verified outputs
A Verification Layer links every output to its instructional source — so teachers know, and families can ask.
Role-Based Copilot Stack
Different tools for different roles — teacher of record, paraeducator, specialist — all centered on the same child's data.
129 skill atoms mapped to Indiana Grade 7 Math standards
24 standards covered with PLD-tagged example items
1 input. Cascading task design, scaffolds & complexity — simultaneously.
Pilot cohort now forming — 2 to 3 classroom teachers
Join the pilot →
IEP Consultation

You don't have to navigate this
alone.

Your Consultant
David Johnson III
Founder, SageGap Academic Systems
Nearly 20 years as a Title I inclusion classroom teacher at MSD of Wayne Township, Indiana
Navigated IEP processes as both an educator who wrote them and a parent who signed them
Built SageGap from direct proximity to the families the system most often fails
Holds a practitioner's knowledge of IDEA, special education law, and how schools actually make decisions
Book a Consultation →

SageGap's consultation is not legal advice. It is something more useful — the informed perspective of someone who has been on both sides of the IEP table, who knows what schools are required to do, and who will help you show up ready.

IEP review and plain-language interpretation — understanding what your child's document actually says and what it legally commits to.
Meeting preparation — knowing your rights, your questions, and your non-negotiables before you walk in the room.
Evaluation results interpretation — what the scores mean, what they don't mean, and what they should trigger.
Advocacy strategy — how to ask for what your child needs in language the system is structured to respond to.
The SageGap Covenant

"The story of a child's learning
belongs to the family
that lives it."

Family data sovereignty Informed advocacy Equitable instruction Human-confirmed truth Partnership over compliance
SageGap is for families who
believe their child's storydeserves to be told fully
want to walk into IEP meetingsprepared, not overwhelmed
know their child is more thana test score or a label
refuse to let a school transitionerase what was built
believe advocacy and lovecan work together
are ready to owntheir child's data
Ready to start

Your child's story
starts with one conversation.

Book an IEP Consultation