Learning Agent
A tutor that knows which lesson you are stuck on.
A learning companion inside your LMS, aware of what a member has completed, what they scored, and where they have stalled, so help is specific rather than general.
Orchestrated intelligence
Know
>
Guide
>
Automate
>
Build
A general tutor does not know where you are
Custom implementation today, self-managed tooling coming.
What it knows and does
How it is designed to work.
Grounded in your curriculum and in this learner record.
Their position
About the learner
- Courses, modules, and lessons completed
- Quiz scores, and which questions were missed
- Time spent and where they slowed down
- Previous attempts and what changed between them
- Their assessed learning profile, where one exists
Your curriculum
About the material
- Your course content and how you sequence it
- Your terminology rather than the standard textbook version
- Prerequisite relationships between concepts
- The examples and case studies you use
In practice
How it helps
- Explains a concept a second way, without contradicting yours
- Traces a gap backwards to the concept that actually caused it
- Generates practice questions targeted at the weak area
- Suggests the flash card deck or lesson that closes the gap
What it will not do
Guardrails
- Give answers to graded assessments
- Complete assignments on the learner behalf
- Contradict your curriculum with outside material
- Advance somebody past a gate they have not earned
To you
What it feeds back
- Where learners most often get stuck
- Concepts that generate the most questions
- Lessons that consistently need a second explanation
Worked example
The problem is not the module she is stuck on
It is the one she got through two weeks ago on a guess.
Learning Agent
Module 4, second attempt
Guide
She asks for help with module 4
Twice failed, frustrated, considering giving up on the track.
Know
The agent reads her quiz history, not just her question
Module 2 passed at 71 percent, with both questions on the same concept wrong.
Guide
It names the actual gap and explains it a second way
Using your framing, not a textbook definition that would conflict with it.
Guide
Practice questions generated for that concept only
Three of them, targeted, rather than a full module retake.
Auto
Faculty notified that this pattern is common
Nine learners have failed module 4 with the same module 2 weakness.
Recipes
Three you could build this afternoon.
Trace the gap backwards
When
Only if
Then
Explain differently, not louder
When
Only if
Then
Never answer a graded question
When
Only if
Then
Before you build
Three things worth knowing.
Note
Grounding in your curriculum matters more here than anywhere else. A tutor contradicting your framework actively damages the course.
Note
The aggregate data is worth as much as the tutoring. It shows you exactly which lesson is broken.
Note
Draw a hard line at graded work. It is the difference between a study aid and a cheating tool.
The rest of AI
Owner Agent is one of 9 parts.
Platform Agent
Owner Agent
Learning Agent
Coaching Agent
Gamplify Agent
Content Generation
Agentic Models
Vibe Design
Vibe Coding
Gamplify AI
Put Learning Agent to work.
Tell us what you are trying to get members to do, and we will show you the Flow that does it.