AILD™ for STEM Programs

Personalized STEM that scales — with the teacher in command.

A continuous loop — diagnose, plan, teach, practice, assess, adapt — where agents differentiate instruction and surface misconceptions, and the teacher makes every call that matters. Standards-aligned, evidence-driven, and built to give time back.

Why STEM

Every student deserves the right challenge — at the right moment.

1

The Student

One pace for thirty minds
  • Fast learners coast; struggling learners fall behind.
  • Misconceptions harden before anyone notices.
  • Feedback arrives days after it would have helped.

Personalized learning that does not scale is just a slogan.

2

The STEM Teacher

Differentiation is a second job
  • Three versions of every lesson, by hand.
  • Grading lab work eats the evenings.
  • No time to act on the data they collect.

Great teaching should not require superhuman hours.

3

The District

STEM outcomes without a lever
  • Uneven rigor and access across schools.
  • Hard to see where mastery is or is not happening.
  • Investments in tools without measurable lift.

You cannot improve what you cannot see in time.

The teacher-led learning loop

Watch a unit move through the loop — and back again.

Click any stage, or let it play. Agents handle the heavy lifting; the teacher sets the bar and makes every instructional decision. The loop closes — adapt feeds the next diagnose.

UNITGrade 7 · Forces & Motion (NGSS MS-PS2)
ClaudeDiagnostic Agent◆ Human-gated

Analyzes prior performance and common misconceptions to map each student's readiness for the unit — turning a class into a clear picture of who needs what.

INPrior work, standards, exit tickets
OUTPer-student readiness map
GATETeacher reviews and adjusts groupings
Time to readiness mapHours → minutesIllustrative

◆ = teacher-gated  ·  ⟳ = agent-assisted, teacher leads  ·  agents never assign the grade  ·  metrics are illustrative of a typical pilot, not audited results.

The STEM agent roster

Six specialist agents, one teacher in charge.

Each agent has one job in the loop and leaves the instructional decisions to the educator. Anchored on Claude, governed by the AILD™ privacy layer.

01

Diagnostic Agent

Maps readiness & misconceptions

02

Lesson Design Agent

Builds differentiated, aligned lessons

03

Co-Teach Agent

Generates explanations & scaffolds

04

Practice Agent

Serves adaptive practice & hints

05

Assessment Agent

Scores checks, flags misconceptions

06

Insights Agent

Recommends the next move

Get started

Bring personalized STEM to every classroom.

A pilot in one course proves the lift — differentiated by default, feedback same-day, and prep time cut in half, with the teacher firmly in command.