Module — AI Coach

Built on concept-graph technology.

Most tutoring tools answer the question in front of them. AI Coach asks a different one first: what does this student not yet understand that this question depends on? By mapping how concepts connect to each other, it can trace a wrong answer back to its real cause — and fix that, instead of just marking the question wrong and moving on.

Concept gap detectedRatios
Prerequisite linkedFractions
Practice set generated5 Qs
Mastery after retry92%

How the concept graph works

A student isn't behind on "chemistry." They're behind on one specific idea that a dozen later chapters quietly depend on. Most tools can't see that far back. The concept graph is built to.

Step 1

Locate the gap

A wrong answer isn't scored and forgotten. It's compared against the reasoning that should have led to a correct one, and the exact point where that reasoning broke down gets flagged.

Step 2

Find the prerequisite

Every concept in the graph is linked to the ideas it's built on. A shaky answer on "ratios" might actually trace back to an unsteady grip on "fractions" from two years earlier — and the graph knows that link exists even when the student and teacher don't.

Step 3

Rebuild the fundamental

Instead of another ten questions on the surface-level topic, the coach offers a short, targeted set on the actual foundation that's missing — because a stronger foundation fixes far more than one wrong answer.

Step 4

Advance with reasoning, not memorising

Once the fundamental holds, difficulty goes up and the questions change shape — from "what's the answer" to "why is this the answer." That shift is where critical thinking actually gets built.

"Fixing the wrong answer is easy. Finding the reason a bright student keeps getting it wrong — that's the actual problem worth solving."

What it does day to day

A tutor for the student who's stuck at 9 PM with no one to ask. An early-warning system for the teacher who can't be in six places at once. Same concept graph, two very different jobs.

Personalised practice

Every practice set is matched to exactly where a student is, not the class average.

Concept mapping

Every topic is linked to the ideas it depends on, across subjects and grades.

Critical-thinking prompts

Once fundamentals hold, the coach asks "why", not just "what" — building reasoning, not recall.

Insight for teachers

The same concept graph rolls up into a class-wide view of exactly where students are weakest.

Works alongside classroom teaching

It reinforces what's being taught in class, drawing on the same LMS content — not a separate curriculum.

Available anytime

Homework help doesn't wait for the next class — a student can ask the moment they're stuck.

Common questions

A few things that come up before a school commits.

Does the AI Coach just give students the answers?

No — it's built to withhold the answer until the underlying concept is understood, which is the whole point of the concept-graph approach.

How does a teacher see what the coach is doing?

Every session rolls up into the teacher's 360° view, showing which concepts a student practised and where they're still shaky.

Does it work across every subject?

The concept graph is built out subject by subject — most core subjects at a given grade level are supported, with more added over time.