AI Learning Roadmap
Generate a personalized AI study roadmap in Tuitionable, track live progress through phases from your completed sessions, and chat with your AI learning coach.
On this page
Overview
The AI Learning Roadmap turns a single goal — like “Get confident with algebra before my exams” — into a clear, phased study plan you can follow at your own pace. Tuitionable reads your goal, your chosen subject and level, and your real tutoring history, then generates an ordered set of phases that move you from foundations toward mastery. Each roadmap tracks itself as you complete real sessions, and you can ask a built-in AI coach questions about any plan you have created.
This page is written for students. It covers generating a roadmap from your goals, reading and tracking your progress through phases, chatting with the AI learning coach, and how AI credits are consumed along the way.
Find the feature in your student area under Learning Roadmap. The page lives at
/student/roadmap. You can build as many roadmaps as you like — each one is saved, tracked, and chattable independently.
Generating a roadmap
On the Learning Roadmap page, open the Create a new roadmap form (it is expanded automatically the first time, when you have no roadmaps yet). Fill in what you can — everything is optional — and select Generate roadmap. Generation takes a few seconds while Tuitionable designs your plan, and it always adds a new roadmap rather than overwriting any existing one.
The form fields
| Field | Required? | Notes |
|---|---|---|
What’s your goal? (goal) | Optional | Free text up to 240 characters. If you leave it blank, AI will plans toward “improve overall and stay consistent.” |
Focus subject (subject_id) | Optional | Pick one active subject, or leave it as Any / let AI decide. |
Your level (level) | Optional | One of beginner, intermediate, advanced, or Not sure. |
What gets built
To personalize the plan, Tuitionable includes a quick summary of your learning history — how many sessions you have completed and which subjects you have studied — alongside your inputs. The result is a roadmap with a title, a short summary, a suggested weekly commitment, an estimated number of weeks, and a sequence of 3 to 5 phases ordered from foundations to mastery.
Each phase carries:
- A name and a short focus describing what the phase is about.
- A milestone — the goal that marks the phase complete.
- A list of topics to study (up to eight).
- An estimated number of sessions (
est_sessions) for the phase. - A recommended subject, shown as a handy “Find a tutor” link so you can book straight away.
Not sure what to write? Leave the goal blank and just pick a subject — the coach will still produce a sensible foundations-to-mastery path. You can always generate another roadmap with a sharper goal later.
Tracking progress through phases
Your progress is never something you mark by hand — it is recalculated live every time you open the page, straight from your completed bookings. A booking counts toward your roadmap once its status is completed.
How the bar is calculated
Tuitionable adds up the estimated sessions across all phases to get a total planned figure, then compares that to how many sessions you have actually completed. Your overall percentage is:
Progress % = the smaller of (completed sessions, total planned sessions) ÷ total planned sessions, shown as a rounded percentage.
The header of each roadmap shows that percentage together with a completed / total_planned session count, so you can see exactly how far along the plan you are.
Phase states
As you complete sessions, Tuitionable walks through the phases in order and labels each one:
| State | Badge | Meaning |
|---|---|---|
done | Done ✓ | You have completed enough sessions to cover this phase’s estimate. |
current | In progress ▶ | You are partway through this phase right now. The very first phase is always marked In progress when you have not completed any sessions yet, so you know where to begin. |
upcoming | Upcoming ○ | You have not reached this phase yet. |
Each phase has a Find a tutor link tied to its recommended subject. Completing more booked sessions in that subject is what advances the bar — so the fastest way to move a phase from In progress to Done is to book and finish the sessions it suggests.
Managing your roadmaps
Every roadmap you generate is saved to your personal library, newest first. Your most recent roadmap opens expanded; the rest collapse into compact cards you can click open. Each card header shows the title, progress, goal, and when it was generated.
- Open / Minimize — click a card header to expand the full phase timeline and AI coach chat, or collapse it again.
- Create a new roadmap — use the + New roadmap button at the top to add another plan. Generating never replaces an existing roadmap.
- Delete — the Delete action on a card removes that roadmap and all saved chat after you confirm. This cannot be undone.
There is no “regenerate in place” that edits an existing roadmap. To refresh a plan, generate a new one (optionally with a sharper goal) and delete the old one if you no longer need it. Deleting a roadmap also deletes its AI coach conversation.
Chatting with your AI learning coach
Every roadmap has an Ask your coach chat attached to it. Open a roadmap and scroll to the chat panel to ask anything about that specific plan — where to start, whether you can skip a phase, how to adjust your pace, or what to focus on next. The coach already knows your roadmap’s title, summary, and phases, so its answers are tailored to your plan.
How the chat works
- Type a message (up to 1,000 characters) and select Send, or tap one of the suggested prompts such as “Where should I start?”.
- Both your message and the coach’s reply are saved, so your conversation is there when you refresh the page and come back.
- The coach keeps recent context in mind so follow-up questions make sense in the flow of the conversation.
- Replies are short and practical — a few sentences of specific, encouraging guidance rather than essays.
The coach is a study mentor, not a control panel. It cannot move your progress bar or edit the roadmap for you — progress only changes when you complete real sessions. If you want a different plan, the coach will point you back to generating a new roadmap.
AI credits
AI Learning Roadmap is an AI feature, so each action that calls the AI consumes AI credits from your balance. A credit chip near the generate button shows your current credits — either Unlimited AI credits or your remaining balance credits.
| Action | Credit impact |
|---|---|
| Generate a roadmap | Charged once per generation (the cost is shown on the Generate button, e.g. · 4 credits). |
| Send a coach message | Each message you send is a fresh, billed credit — replies are never cached or reused. |
| Viewing & tracking | Free. Opening roadmaps, reading phases, and watching your progress bar update will not cost any credit deduction. |
Your allowance comes from your plan’s default or from an active plan that grants AI credits — a plan’s grant takes precedence. 'High Flyer' plan are set to unlimited, in which case no credits are deducted and no chip total is shown.
When credits run out
If your credits are exhausted, you drop to Basic Mode: you can still see and reopen every roadmap you have already created, but generating a new roadmap and sending new AI coach messages are paused until your credits refill again. Your saved roadmaps and chat history stay exactly where they are.
To check your current balance, allowance, and a per-feature breakdown of where your credits are spent, visit your AI Usage page (
/student/ai-usage). See AI Assistant, Prep & Credits for further information.
Troubleshooting & tips
| Symptom | What it means & how to fix it |
|---|---|
| “You don’t have enough AI credits” | Your balance is below the generation cost. Check your AI Usage page, or wait for your allowance to refresh. |
| “We couldn’t generate your roadmap just now” | The AI request did not complete. Your existing roadmaps are untouched — simply try generating again in a moment. |
| AI Coach reply does not appear | If the coach cannot reply, you will see a brief error and your message stays in the thread. Send it again shortly. |
| Progress bar is not moving | Progress only counts bookings with status completed. Sessions that are upcoming, cancelled, or not yet marked complete do not advance the bar. |
| Chat is paused | This appears when AI is unavailable or your credits are exhausted. Your full chat history remains visible. |
Related pages
- AI Assistant, Prep & Credits — how AI credits, allowances, and plans work across Tuitionable.
- Booking a Session — completing sessions to keep advancing your roadmap.
- Student Dashboard — your streak and learning activity at a glance.
- Self-Paced Courses — structured, enroll-and-learn courses to pair with your roadmap.