IVY-Copilot for engineers
Approach-based learning for curious problem solvers.
Inquinion teaches from your own material, diagnoses the exact gap, and turns every insight into the next scheduled move in one calm workspace.
Grounded in your notes
PDF, DOCX, slides
Adaptive to your level
Weak signals rerouted
Built for execution
Calendar and reminders
Grounded in your notes
PDF, DOCX, slides
Adaptive to your level
Weak signals rerouted
Built for execution
Calendar and reminders
Learning cockpit
Understand the concept, see the source, and queue the next move in one frame.
This is not a generic chat box. It is a premium study surface where the answer stays tied to your material, the weak edge gets named clearly, and the follow-through is already prepared.
Live explanation
Use root locus when pole movement matters more than the final closed form. Start with the asymptotes, then test the breakaway point against the cited note.
Session outputs
Concept at a glance
Root locus plots show how closed-loop poles move as gain varies — asymptotes set the direction, breakaway points mark where branches split. The tutor ties each step to your cited notes so no insight is lost. Once the gap is named, an adaptive follow-up is queued before you close the session.
Answer tied to your source
Every response cites the exact page, slide, or paragraph from your uploaded material.
Weak topic rerouted automatically
When the tutor detects a gap, it redirects to foundational material before moving forward.
Next review queued the same session
Follow-up questions and spaced practice are scheduled before you close the tab.
Explain from your course language
The tutor starts from the note, slide, or PDF you already trust.
Catch the real break point
Weak understanding gets named clearly before revision turns chaotic.
Leave with the next move ready
Follow-up practice and review timing are queued while context is fresh.
Tonight's carry-over
Root locus review at 6:30 pm with 12 adaptive questions already linked.
A study desk, not another chatbot.
Explanation, weak spots, and next steps stay in one view, so the work feels structured instead of clever.
Study from your own material
Lecture notes, class slides, and textbook language stay in play, so the explanation feels familiar from the first line.
The asymptotes matter because they tell you where the poles want to go next. Notes p.12
See the weak spot early
Instead of giving you more content, the system shows where your understanding actually breaks before revision week does.
Leave with a next move
A useful study session should end with a scheduled block, a follow-up question, or a plan you can actually keep.
Why study tools still break under real coursework.
The issue usually is not effort. It is friction, scattered context, and feedback arriving too late.
Answers without approach.
You can copy the solution and still freeze when the next question changes shape.
Five tabs. Zero rhythm.
The work is scattered across notes, chats, slides, and scheduling, so momentum leaks between tools.
Gaps surface too late.
By the time revision exposes the weak spot, there is rarely enough runway left to fix it well.
So the product had to feel quieter and sharper.
Your notes become the first place the tutor looks. Not the internet.
Drop in lectures, PDFs, and slides. Explanations stay anchored to the language your course already uses, with the source right there when you want to check it.
- Lecture notes, slides, PDFs, and syllabus in one working context
- Source lines visible when you want to verify the explanation
- One persistent tutor per subject, so the conversation compounds
SQL basics
Module 1
Joins & subqueries
Module 2
Normalization
Module 3
Transactions & ACID
Module 4
Weak signal
Normalization is blocking the next module. Insert a short repair branch before ACID.
1NF / 2NF refresh
DetourDecompose example
DetourTwo repair problems
DetourRecovered
The roadmap adjusted before the weakness spread into the next chapter.
A study plan that changes when you do. No static checklist.
When a weak topic appears, the roadmap bends toward it. When you are solid, it stops slowing you down with work you no longer need.
- Subject -> module -> topic -> subtopic, without losing the thread
- Detours appear where understanding is thin, not where a template says so
- Progress reads clearly enough to know what to do next
Find the concept that actually breaks your answer. Then work on that.
Instead of handing you more material, the system looks for the weak edge in your understanding and serves practice at the right level.
- Difficulty shifts concept by concept, not as a blunt global level
- Knowledge state is visible enough to guide the next session
- Practice repeats where memory is likely to slip first
Turn dense theory into something you can scan. Then remember.
When a topic is easier to see than to read, the workspace turns it into diagrams, sequences, and plots without flattening the logic.
- Flowcharts and sequence views for process-heavy explanations
- Inline plots when the shape matters more than the paragraph
- Visuals stay tied to the concept, not bolted on as decoration
You are solid on poles and zeros. Next best move: 6 Bode-plot problems and a quick root-locus revision sprint.
Captured note
The weak point was slope reading on Bode plots, not the transfer function setup itself.
Tue
Thu
Reminder set
Root locus review · tonight · 6:30 pm
A good study session should end with a next move. Already scheduled.
Useful learning is not finished when the explanation ends. The next block, reminder, or follow-up lands in your week while the context is still fresh.
- Follow-up work can move straight from the session into your week
- Priority views keep the urgent from swallowing the important
- Reminders surface before drift turns into backlog
A method you can feel in every screen.
The interface stays restrained because the teaching model is carrying the weight.
Feynman simplification
Plain language first. Formulas earn their place after.
Approach over answer
Teach the path so the next problem solves itself.
Grounded in your stack
Your syllabus. Your notes. Your vocabulary.
Action loop
Insight -> roadmap -> calendar -> reminder.
Built around the way engineers actually study.
Branches, modules, derivations, lab work, viva prep, and revision windows all have different rhythms. The workspace respects that.
Electrical & Electronics
Keep derivations, lecture phrasing, and worked examples close enough that revision feels like recall, not reconstruction.
Computer Science
Move between fundamentals, problem sets, and placement prep without losing sight of what still needs reps.
Mechanical & Core
Turn dense theory into clearer sequences, diagrams, and worked logic you can revisit when the chapter gets heavy.
Labs, Viva, Projects
Use manuals, reports, and project notes as working material, then turn that understanding into planned output before deadlines pile up.
Why it feels different once you start using it.
Most tools answer questions. This one keeps your material, your weak spots, and your next move tied together.
Straight answers before you start.
What students usually want to know before they trust the product.
Yes. Inquinion is built for engineering students, GATE aspirants, and research-heavy learners who need first-principles explanations, concept clarity, and a study system that keeps moving after the answer is given.
The last tutor
you'll actually need.
Bring your notes. The roadmap, the gaps, and your next move follow automatically.