How we rebuilt tutoring around AI

AI that turns every session into a personalized learning plan.

Traditional tutoring ends when the hour does. TBAI records the session, has AI diagnose skill mastery, flag emotional state, and measure intervention impact, then delivers a measurable learning plan minutes after class, every time.

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AI diagnoses every sessionSkill mastery, confidence, and stress scored live.

Personalized plan in minutesGenerated after class, delivered to family and school.

Measurable progressWeek-over-week gains, not anecdotes.

TBAI AI Copilot | Live Session

AI analyzing

AI Session Summary TBAI analysis engine

Naya (Gr. 9 Algebra) solved 3 of 4 linear equations independently. Stress spiked at 09:12 on a timed word-problem; tutor re-paced and confidence recovered +25 pts by 09:24

Skill Mastery | Detected this session

Equation isolation+14%

Word problem translation-6%

Self-correction+9%

Personalized Learning Plan Auto-generated

Start with 2 untimed word-problem translations before any timed task.
Replay recording 09:12 to 09:24 with the student; discuss what helped.
Introduce negative-coefficient drills; track for 3 sessions.
Send family a 4-line recap; notify counselor of stress trend (low severity).

Generated 2m 14s after class Human-reviewed

BridgePod community hub exterior at sunset with people gathering outside

A place shaped with community

Beyond the platform · BridgePods

Learning needs a place to land.

BridgePods bring TBAI into community-led physical spaces designed with Indigenous communities—connecting academic support, mental wellness, cultural expression, and gathering under one roof.

Academic support Mental wellness Cultural connection Community gathering

Explore the BridgePods vision

How the AI works

We did not bolt AI onto tutoring. We rebuilt tutoring around it.

Multiple AI systems run on every session. Together they turn one hour of human teaching into a measurable, personalized learning plan that keeps working after the tutor logs off.

1. Session Intelligence

AI listens to the full session, aligns speech to curriculum objectives, and tags every moment of learning, struggle, and breakthrough.

2. Skill Diagnosis

The model scores mastery across hundreds of micro-skills per subject, updating a live profile that replaces one-time quizzes.

3. Well-being Lens

Confidence, stress, and engagement signals are estimated from pacing and participation patterns, and always reviewed by the tutor. The tutor gets a prompt the moment a student is about to stall.

4. Personalized Plan Engine

Minutes after class, AI writes the next-session plan, the family recap, and any alerts for counselors or principals, all from the same source of truth.

Before vs After

What we measure, from day one.

TBAI tracks learning and well-being outcomes side by side. The figures below illustrate the kind of change the platform is built to surface and prove.

Illustrative example | Pre-pilot

Individual Improvement

Algebra mastery

41% -> 82%

Reading accuracy

48% -> 76%

Confidence index

44% -> 79%

Session attendance

63% -> 92%

Illustrative example | Pre-pilot

Example Cohort View

Metric	Before	After
Students below benchmark	52%	27%
High-stress session frequency	38%	16%
Tutor intervention success rate	44%	73%
Guardian satisfaction score	61/100	88/100

AI that turns every session into a personalized learning plan.

Learning needs a place to land.

We did not bolt AI onto tutoring. We rebuilt tutoring around it.

1. Session Intelligence

2. Skill Diagnosis

3. Well-being Lens

4. Personalized Plan Engine

Built for student trust, not just student data.

Consent first

Data minimization and retention

Compliance by design

Human judgment stays in the loop

What we measure, from day one.

Individual Improvement

Example Cohort View

Bring this platform to your learners.