Education & EdTech

Transparent Learning Intelligence

The Problem

Educational AI shapes futures—it must be explainable

AI in education makes decisions that affect students' lives—admissions, assessments, learning paths. These decisions demand transparency that black-box systems can't provide.

Admissions Scrutiny

Algorithmic admissions face legal challenges. Unexplainable rejections invite lawsuits.

Assessment Fairness

AI grading and proctoring must be demonstrably fair across all student populations.

Parent Concerns

Parents demand to understand how AI recommends their child's learning path.

FERPA Compliance

Educational records require documented reasoning. "The algorithm decided" fails compliance.

The Solution

Every educational decision transparent and fair

Aequitas provides the transparency that students, parents, and educators deserve in AI-assisted education.

Assessment Attribution Engine™

Every grade and evaluation traced to specific criteria and evidence.

Fairness Verification System™

Continuous monitoring for demographic bias in educational outcomes.

Learning Path Transparency™

Explainable recommendations that educators and parents can understand.

See It In Action

Interactive skill constellation showing AI-assessed student capabilities and recommended learning paths. Explore the cosmos of learning.

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TRY IT: Hover over stars to see skills, click paths to see recommended journeys

Real-World Applications

UseCases

See how organizations transform their operations with transparent AI governance

Admissions Decisions

Transparent evaluation with documented criteria weighting.

BeforeOpaque rejections; legal challenges; public controversy

AfterEvery decision explainable with clear criteria attribution

Adaptive Learning

Personalized recommendations educators and parents can verify.

BeforeParents confused by AI-driven curriculum changes

AfterClear reasoning for every learning recommendation

Assessment & Grading

Fair, consistent evaluation with complete rubric mapping.

BeforeGrading inconsistencies; appeals without clear resolution

AfterEvery score tied to specific rubric criteria and evidence

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When a parent challenged why their child was placed in a remedial track, we could show them exactly which assessments and criteria led to that recommendation—and adjust it together.

Director of Curriculum

Adaptive Learning Implementation•Large School District