Finally, an AI that knows your course.
Upload the learning objectives for your chapter. Get notes, flashcards and quizzes that cover every one — drawn from open textbooks where your subject has one, sharpened by your professor's slides.
14 days. No credit card required.
- Objective-driven
Today's Focus
Weak Spots
4
4 concepts to lock down
Fix NowThis Week
Ch 14–15 · Aromatic Compounds
Focused study for what's covered this week
Study NowUp Next
Midterm 1 · 12 days
What you've probably tried
Why other tools don't actually help you study.
Generic AI can answer questions. Quizlet can drill flashcards. NotebookLM can summarize PDFs. None of them know your course — your objectives, your exam dates, your weak spots. Here's what each one actually does, side by side.
Quizlet
Flashcards, not a system
Built around community-made decks and manual card entry. No syllabus awareness, no exam scheduling.
ChatGPT
A blank prompt every time
Powerful general AI but starts from zero each chat. You re-paste your objectives, your syllabus, your slides every time.
NotebookLM
Q&A on your sources
Solid at answering questions about uploaded documents with citations. But that's where it stops — no study tools wrapped around it.
CourseLogic
Your full study system
Built specifically for college courses. Reads your objectives, builds your study tools, schedules your time, tracks what you've mastered — from one upload.
Feature comparison
| Capability | Quizlet | ChatGPT | NotebookLM | CourseLogic |
|---|---|---|---|---|
| Reads your chapter objectives, syllabus, and slides | ½Only what you paste/upload that session | |||
| Citations naming the book, chapter, or slide used | ||||
| Auto-generates flashcards from your content | ½Limited AI generation in paid tiers; not grounded in YOUR materials | |||
| Exam-format quizzes (multi-choice, SATA, timed) | ½Generates one if asked, but no scoring loop | |||
| Knows your exam dates and counts down | ||||
| Tracks weak spots automatically | ½Tracks correct/incorrect within Learn mode only | |||
| Auto-builds your study calendar |
Quizlet
- Reads your chapter objectives, syllabus, and slides
- Citations naming the book, chapter, or slide used
- ½Auto-generates flashcards from your content
- Exam-format quizzes (multi-choice, SATA, timed)
- Knows your exam dates and counts down
- ½Tracks weak spots automatically
- Auto-builds your study calendar
ChatGPT
- ½Reads your chapter objectives, syllabus, and slides
- Citations naming the book, chapter, or slide used
- Auto-generates flashcards from your content
- ½Exam-format quizzes (multi-choice, SATA, timed)
- Knows your exam dates and counts down
- Tracks weak spots automatically
- Auto-builds your study calendar
NotebookLM
- Reads your chapter objectives, syllabus, and slides
- Citations naming the book, chapter, or slide used
- Auto-generates flashcards from your content
- Exam-format quizzes (multi-choice, SATA, timed)
- Knows your exam dates and counts down
- Tracks weak spots automatically
- Auto-builds your study calendar
CourseLogic
- Reads your chapter objectives, syllabus, and slides
- Citations naming the book, chapter, or slide used
- Auto-generates flashcards from your content
- Exam-format quizzes (multi-choice, SATA, timed)
- Knows your exam dates and counts down
- Tracks weak spots automatically
- Auto-builds your study calendar
How it works
From objectives to study plan in three steps.
- Step 1
Upload the chapter’s learning objectives.
Type them in, or drop in the slide deck or syllabus that lists them — we pull them out.
- Step 2
Every objective becomes the contract.
The material has to cover all of them. Your syllabus and course calendar add exam dates and weekly readings.
- Step 3
Study with objective-driven notes, plus flashcards, quizzes, and an AI tutor.
Sourced from your professor’s slides and, where your subject has one, open textbooks — not generic study material.
See it in action
What you actually get when you upload your objectives.
The Smart Notes panel below is a real run from our own test course, unedited. The other four panels are illustrations of the screens.
Smart Notes
Notes built from your actual coursework.
Give CourseLogic the learning objectives for the chapter you're assigned — type them in, or let it pull them off your slide deck or syllabus. It then writes notes that work through every objective, drawn from open textbooks where your subject has one and sharpened by the slides your professor teaches from. One focused place to study — instead of seven tabs and a stack of PDFs.
Nucleophilic Substitution
Objective 1 — Compare the SN1 and SN2 mechanisms in terms of kinetics, stereochemistry, and substrate structure
Priority: Must Know — directly stated objective; core conceptual framework for the entire chapter
The essentials
The two nucleophilic substitution mechanisms differ in almost every dimension that matters for predicting products. SN2 is a one-step, concerted mechanism: the nucleophile attacks the electrophilic carbon at the same moment the leaving group departs, producing inversion of configuration (the "backside attack" flips the stereocenter like an umbrella in the wind). Its rate law is second-order — rate = k[substrate][nucleophile] — because both species participate in the single rate-determining step. It works best on methyl and primary substrates because the transition state is exquisitely sensitive to steric crowding around carbon. SN1 is a two-step mechanism: the leaving group departs first to form a planar carbocation intermediate, and then the nucleophile attacks. Because only the substrate is involved in the slow step, the rate law is first-order: rate = k[substrate]. The planar carbocation can be attacked from either face, so SN1 produces a racemic mixture (or near-racemic, with slight excess of the inverted product). It favors tertiary substrates because the carbocation intermediate must be stable enough to form. … (first 167 of 222 words)
| Dimension | SN2 | SN1 |
|---|---|---|
| Number of steps | One (concerted) | Two (ionization + nucleophilic attack); a third deprotonation step occurs when a neutral nucleophile is used |
| Rate law | rate = k[substrate][nucleophile] — second-order | rate = k[substrate] — first-order |
| Key intermediate | None (only a transition state) | Carbocation (sp², planar) |
| Preferred substrate | Methyl > primary > secondary (tertiary does not react) | Tertiary > secondary allylic/benzylic (methyl/primary do not react; not all secondary substrates qualify) |
| Stereochemistry | Complete inversion of configuration (backside attack) | Racemization (attack from both faces of planar carbocation) |
[OER — Organic Chemistry (Morsch et al.), Ch 11]
| Objective | Addressed | Verb match | Words traced to source | Added content |
|---|---|---|---|---|
| 1 Compare the SN1 and SN2 mechanisms in terms of kinetics, stereochemistry, and substrate structure. | Yes | Yes (contrast) | 977 of 1,039 | Yes |
| 2 Explain why tertiary substrates favor SN1 and methyl/primary substrates favor SN2. | Yes | Yes (mechanism) | 935 of 954 | Yes |
| 3 Predict the product and stereochemical outcome of a given substitution reaction. | Yes | Yes | 462 of 859 | Yes |
3 of 3 objectives addressed · 3 of 3 traced to Organic Chemistry (Morsch et al.), Ch 11 · all 3 contain added content
Adapted from Organic Chemistry (Morsch et al.) by Layne Morsch et al., LibreTexts — CC BY-SA 4.0
Flashcards
Drill what matters. Skip what doesn't.
Cards are tagged by chapter and yield. Pick a session size, toggle high-yield-only, and we draw the right cards in the right order — cards you rated Hard first, then cards due for review, then new ones.
What four quantum numbers describe the state of an electron in an atom?
Quiz
See exactly where you stand.
Quizzes scope to a chapter, an exam, or your whole course. After you submit, we break performance down by topic, show your last 5 quiz trend, and surface weak areas with a one-click drill loop.
18/20
90%
Quiz Complete
Practice · Chapters 1–8
Time: 14m 32sPerformance by Topic
Last 5 Quizzes
Trending up — latest 90%
Weak Areas
- · Chair conformations · Ch 4
- · E/Z designation · Ch 7
- · Markovnikov vs anti-Markov · Ch 8
AI Tutor
Like having a personal tutor on call. One that knows your course.
Stuck on a concept at 11pm? Ask the AI Tutor. It answers from your professor's slides and the open textbooks we hold for your subject, and it names the book and chapter, or the slide, behind an answer — so you can go check it. No generic AI babble, and nothing scraped off the open internet.
Schedule
Upload your syllabus. Get a semester planned for you.
The syllabus and course calendar the professor handed out on day one are all CourseLogic needs. Drop them in once and we extract every lecture, every lab, every assignment due date, and every exam date the calendar lists — then build a full semester calendar in seconds. No manual entry. No copying dates from a PDF into Google Calendar at 11pm. The plan is built before you finish your coffee.
Auto-built from your syllabus
ORG 110 syllabus.pdf · 36 lectures, 12 labs, 3 exams extracted
Exam 1 in
8 days
May 2026
Wed, May 6 — Today
SUN
MON
TUE
WED
THU
FRI
SAT
Built for every major
Whatever you're studying, CourseLogic plugs in.
Four deep dives below — pre-med, nursing, business, engineering — show what a typical week looks like. After that, a partial list of every other major it handles. The pattern's the same: upload your objectives, get a study system.
A typical week before an Organic Chemistry midterm.
Pre-med isn't one course — it's a stack: Organic Chemistry I & II, Biochemistry, General Biology, Genetics, Cell Biology, Microbiology, Anatomy & Physiology, plus Physics and Math. CourseLogic handles all of them in parallel. One dashboard, every course's objectives and slide decks ingested, every exam date tracked.
It's the Sunday before exam week. The student uploads the syllabus and the professor's slide decks. Within minutes, CourseLogic extracts the learning objectives for each tested chapter, builds smart notes that work through every one of them — off the open textbooks we hold for chemistry, organic chemistry, biology, microbiology and A&P, and off the objectives and slides where we don't — and flags the weak spots from last week's quiz.
Monday through Thursday: 30-minute focused sessions on the chapters that matter — not the whole semester. The AI Tutor answers reaction-mechanism questions at midnight, naming the open textbook and chapter where the mechanism is explained. Flashcards flag the highest-yield mechanisms — carbonyl chemistry, stereochemistry, NMR interpretation, enzyme kinetics, Mendelian inheritance, depending on which course is up next — and a high-yield-only toggle drills just those.
Friday: cumulative practice quiz scoped to Exam 1 only. The day before the exam, the student opens the course and Today's Focus shows the weak spots Friday's quiz caught — the chapters that need one more rep before walking in. When MCAT prep starts, the same notes and flashcards stay accessible — students don't rebuild a year's worth of work just because the test changed.
- Handles every pre-med subject — Orgo, Biochem, Genetics, A&P, Physics, MCAT
- Auto-extracted learning objectives per tested chapter
- Reaction-mechanism citations naming the open textbook and chapter
- Pre-exam weak-spot drill — only what you actually need
Today's Focus · Orgo II
Wednesday — Exam 1 prep
Exam 1 in
4 days
Weak Spots · 3
- Carbonyl reactions3 missed in last quiz
- E1 vs E2 mechanism2 missed · low confidence
- NMR interpretation4 cards flagged Hard
This Week
Ch 14, 15, 16 — Aromatic Compounds
~32 min focused study
Studying clinical scenarios for boards — one unit's objectives at a time.
NCLEX Med-Surg covers eleven body systems and hundreds of disease processes — and that's just one of the courses. Nursing students juggle Med-Surg, Pharmacology, Pathophysiology, Maternity / OB, Pediatrics, Mental Health, Community / Public Health, plus Fundamentals and Health Assessment. The student uploads the objectives for each unit, their lecture slides, and clinical case studies. CourseLogic writes Smart Notes one unit at a time, section by section against that unit's objectives — the cardiovascular unit this week, respiratory next — so the student drills what is being tested without slogging through everything else.
Each evening, the AI Tutor handles the questions the reading doesn't answer plainly: "A patient on furosemide develops new muscle weakness — what's the mechanism, what lab do you draw, what's the priority intervention?" Answers name what they drew on — your lecture slide, or the open nursing textbook and chapter.
Flashcards flag the highest-yield mechanisms — drug class side effects, lab value cutoffs, ABCDE prioritization rules — and a high-yield-only toggle drills just those. A "This week's chapters" setting keeps the focus on this week's clinical or this week's exam — not the entire NCLEX curriculum at once. Cards come back on a spaced-repetition schedule, and anything rated Hard is first up next session.
And the quizzes match the test. CourseLogic generates real NCLEX-style questions — select-all-that-apply (SATA) scored with the same +/− partial-credit rule the boards use, plus prioritization, delegation, and clinical-judgment scenarios with the same stem-then-distractor structure. After each quiz, the breakdown shows performance by topic, so the student sees not just "I missed 4" but which chapter needs work — and Focus on Weak Spots re-tests exactly those questions in the next session.
- Smart Notes written unit by unit against the objectives you upload — Med-Surg, Pharm, OB, Peds
- NCLEX-format quizzes — SATA scored with the boards' +/− partial credit, plus prioritization and clinical-judgment stems
- Clinical-scenario AI Tutor citing open nursing textbooks + your lecture slides
- Drug / lab / priority flashcards on a spaced-repetition schedule — cards rated Hard come back first
- Quiz results broken down by chapter, not just a score
AI Tutor · Clinical Scenario
Q:
A patient on long-term furosemide develops new muscle weakness. What's the mechanism, what lab do you draw, and what's the priority intervention?
Mechanism: Loop diuretic → K+ wasting → hypokalemia → muscle weakness, fatigue, possible arrhythmia.
Lab: BMP — focus on serum K+.
Priority: Hold the dose if K+ < 3.5; replace orally or IV per protocol; recheck before next dose.
NCLEX Quiz · SATA Format
A patient newly diagnosed with heart failure presents with bilateral crackles and 2+ pitting edema. Select all priority assessments.
Three finals in 10 days — without the tab-switching panic.
Business undergrads stack Marketing, Corporate Finance, Investments, Operations, Financial & Managerial Accounting, Microeconomics, Macroeconomics, Business Statistics, Strategic Management, and Organizational Behavior across two to three semesters. Each course has its own objectives, slide deck, formulas, and cases. CourseLogic ingests all of them and routes the student's attention to whichever one needs work. Where we hold an open textbook for the subject it draws on that too; where we don't, the objectives and the slides carry it.
Three exam blocks set up at the start of the semester: Marketing midterm in October, Finance midterm in November, Operations final in December. Today's Focus shows the closest exam every time the student opens the course — no more wondering which class needs work first.
For finance-track majors, the platform pulls real weight on the quant-heavy side. The AI Tutor walks line-by-line through DCF and NPV models, capital budgeting decisions, WACC, CAPM, the dividend-discount model, bond pricing, yield-to-maturity, duration and convexity, options pricing intuition, and ratio analysis for credit and equity work. Every formula gets a worked example with the inputs labeled — not just the answer. When CFA Level I prep rolls around junior or senior year, the same notes, flashcards, and quizzes stay live; the student doesn't start over.
Cumulative quizzes scope automatically to each exam block, so when finance week hits, the student is drilling discounted cash flows and capital structure — not last month's marketing terms. Smart notes for Operations work through each chapter's objectives — Six Sigma, Lean, capacity planning, queueing. Notes for Accounting do the same — one section per objective, whether the chapter is set up statement by statement (income, balance sheet, cash flow, statement of equity) or topic by topic (revenue recognition, lease accounting, deferred tax). Notes for Statistics handle the formula-heavy chapters — regression, hypothesis testing, ANOVA, probability distributions — with worked-out steps the AI Tutor can walk the student through line by line.
Cases work too. Upload a Harvard or Ivey case PDF, and the AI Tutor answers strategy questions citing the page of your own upload where each fact lives — no more skim-scrolling for the customer-segment data buried on page 11. The student stops switching between Quizlet, ChatGPT, Notion, and three different lecture-slide PDFs. Everything lives in one place that already knows what's coming next, what's been studied, and where the gaps are.
- Handles every business core — Finance, Investments, Accounting, Stats, Econ, Strategy, OB
- Finance-track depth: DCF, NPV, WACC, CAPM, bond pricing, options, ratio analysis
- CFA Level I crossover — same notes and quizzes carry into prep season
- Multi-course dashboard with your mastery once you've quizzed
- Case studies cited back to the page of the case PDF you uploaded
- One source of truth — replaces Quizlet + ChatGPT + Notion
Today's Focus
All three exams — sorted by what's soonest
MKT 350
Marketing Strategy
3d to exam
Drill 4 weak topics
FIN 320
Corporate Finance
9d to exam
Read 2 chapters
OPS 410
Operations Management
14d to exam
Review 3 frameworks
Problem sets, derivations, and a stack of formula-heavy courses — all in one place.
Engineering majors carry one of the densest course loads on campus. Statics, Dynamics, Thermodynamics, Fluid Mechanics, Heat Transfer, Strength of Materials, Circuits, Signals & Systems, Differential Equations, Linear Algebra, Data Structures, Algorithms, Control Systems — different course names per discipline, same workload pattern. Problem sets stack on top of derivations on top of long lab reports.
CourseLogic handles the part where most students get stuck: working through a derivation step by step until it actually clicks. Upload the chapter objectives and the lecture slides — plus your own copy of the assigned chapter, if you have one — and the AI Tutor walks problems line by line. Free-body diagrams broken into ΣF and ΣM equations. Node-voltage and mesh-current circuit analysis. State-variable solutions to second-order ODEs. Every step shows the equation, the substitution, and the unit check — and cites the slide or chapter that covers the technique.
Flashcards drill the formula recall that exam pressure murders. Bernoulli's equation. Ohm's and Kirchhoff's laws. Maxwell's equations. Time-complexity bounds for every common algorithm. Boolean identities. Laplace transforms. A high-yield-only toggle drills the formulas that matter most; anything rated Hard comes back next session. Smart notes work through each chapter's objectives one section at a time — so "the moment-of-inertia section" or "the Big-O analysis section" sits under its own heading instead of in a slide-deck rummage.
Quizzes ask exam-style questions on each chapter's objectives — multiple choice and select-all — and show cited source passages for feedback. When the FE exam shows up senior year, the same content carries over: thermo, circuits, dynamics, materials, math, ethics, all already drilled.
- Step-by-step worked derivations with citations to your uploaded chapter + lecture slide
- Formula recall flashcards across Statics, Circuits, Thermo, Diff Eq, Algorithms
- Smart notes written objective by objective (FBDs, KCL/KVL, control volumes, time complexity)
- Quiz feedback with cited source passages to review
- FE exam crossover — sophomore-year work carries into senior-year prep
AI Tutor · Worked Derivation
Q:
A simply-supported beam carries a 600 lb point load 5 ft from support A. Span A-B is 8 ft. Walk me through finding reactions Ay and By.
Step 1 · Take moments about A: ΣMA = 0
By(8) − 600(5) = 0 → By = 375 lb
Step 2 · Sum vertical forces: ΣFy = 0
Ay + 375 − 600 = 0 → Ay = 225 lb
Check · Reactions sum to applied load (225 + 375 = 600 ✓).
Formula Cards · 3 courses
Statics
Sum of moments
ΣM_A = 0
Equilibrium · 2D rigid body
Circuits
Ohm’s Law
V = I · R
Resistive element
Diff Eq
1st-order linear
y′ + P(x)y = Q(x)
Integrating factor: e^∫P dx
Every other major too
The same system, whatever you're studying.
Upload your objectives, get a study system. The pattern doesn't change because your major does. A partial list of what else CourseLogic handles:
Computer Science
Algorithms · Operating Systems · Discrete Math
Walks through proofs and complexity analysis line by line.
Pre-Law / Law
Constitutional · Torts · Contracts · LSAT prep
Auto-builds case briefs and IRAC outlines from your readings.
Psychology
Cognitive · Developmental · Stats · DSM-5
Concept-heavy notes written objective by objective, not just by chapter.
Education
Pedagogy · Child Dev · Classroom Mgmt · Praxis
Practice questions in Praxis Core / Subject Assessment format.
English & Liberal Arts
Lit · Composition · History · Philosophy
Dense primary sources summarized with citations to the page.
Public Health & Allied Health
Epi · Biostats · Health Policy · MPH prep
Formula walkthroughs for biostats; notes written objective by objective for epi and policy.
Political Science & Sociology
Comparative · IR · Theory · Research Methods
Theory frameworks contrasted side-by-side, not buried in PDF.
Architecture & Design
Structures · History of Arch · Design Theory
Reads dense visual + technical material; quizzes you on both.
Not seeing yours? CourseLogic works on any course where the chapter comes with learning objectives — which is almost all of them.
These are illustrative use cases, not testimonials. Real student stories will appear here as the platform launches publicly.
Who built this
Built by a nurse practitioner, not a growth team.
Dat Le
Nurse practitioner, emergency and family medicine
Founder, CourseLogic
“Emergency and family medicine is my day job. Nursing school is where I learned the objective list is the exam blueprint, and that nothing I was using actually worked through it. CourseLogic works through yours one objective at a time, and names the book and chapter behind the notes it writes.”
Every other AI study tool starts from zero. CourseLogic already knows your subject.
Names the book and chapter wherever it uses one
Pre-loaded with open textbooks in biology, chemistry, organic chemistry, microbiology, anatomy & physiology, nursing, psychology, sociology, calculus, statistics, economics, U.S. history and world history.
Notes organized by learning objective
Smart Notes are built one section per objective, in the order your chapter sets them — not one long generic AI summary.
Syllabus and calendar, from day one
Reads your syllabus and course calendar, takes your exam dates straight off the calendar, and plans around what your professor actually teaches.
Checks its own work
A second pass re-reads your notes against the source material, flags what does not line up, and fixes what it safely can. It runs in the background minutes after your notes appear.
Features
Everything your course needs. Nothing it doesn't.
Smart Notes
Notes that work through every learning objective for your chapter, with citations.
Flashcards
Priority-weighted decks with high-yield labels and session sizing.
Quiz Modes
Practice with instant feedback, or timed with feedback at the end. Scope by chapter, exam, or weak spots.
AI Tutor
Chat that pulls from your slides, and from open textbooks where your subject has one — not the open internet.
Study Schedule
Built around your real exam dates. Paid plans can rebuild the plan whenever your course shifts.
Today's Focus
Three cards: what to drill, what's this week, what's coming up.
Follows Your Class
Tell us what your professor covered. We flag when your class drifts off its own syllabus.
Weak-Spot Drill
Quizzes you've missed. Drilled until you stop missing them. Premium — included in your free trial.
Pricing
Simple pricing. No surprises.
Free
Where you land after the trial if you don't add a card.
- 4 courses
- 20 flashcards
- 15 AI Tutor messages a month
- Frozen study plans
Premium
Higher limits across the board, plus the Weak-Spot Drill.
- Unlimited courses
- Unlimited flashcards
- Unlimited AI Tutor
- Smart Notes chapter by chapter — up to 30 a month
- Weak-Spot Drill — the one Premium-only screen
Every signup gets a 14-day free trial — no credit card required to start. Add a card to auto-continue at Premium on day 15.
FAQ
Questions, answered.
Is this allowed by my school?
Yes. CourseLogic is a study aid, not an academic-dishonesty tool. It cites your professor’s own materials. If your school has a specific policy on AI study tools, check it — when in doubt, ask your professor.
What subjects does CourseLogic support?
Open textbooks are pre-loaded for biology, chemistry, organic chemistry, microbiology, anatomy & physiology, nursing, psychology, sociology, calculus, statistics, economics, U.S. history and world history. Others — accounting, anthropology, law, foreign languages among them — aren’t pre-loaded yet; upload your own materials and CourseLogic works the same way.
How is this different from ChatGPT?
ChatGPT gives you a blank page. CourseLogic gives you a study system built from your chapter’s learning objectives and your exam dates — notes, flashcards, quizzes, and a tutor that names the book and chapter, or the slide, behind each answer.
Do I need my textbook?
No. CourseLogic works from the learning objectives for the chapter you’re assigned, and sources the material from open textbooks where your subject has one. Your professor’s slides make it sharper. If you do have your own chapter as a PDF you can upload it, but nothing waits on that.
Can I use it on mobile?
The web app works on mobile browsers. Native iOS and Android apps are on the roadmap.
What happens after my trial?
You keep all your content. Your plan reverts to Free unless you upgrade. Nothing is deleted.
Start your 14-day free trial. No credit card needed.
Every signup gets full premium for 14 days. Use it through your next exam — that's when CourseLogic pays off. After your trial, add a card to keep going on Premium ($49.99/month) or stay on the Free tier with your content intact.
Free trial includes Smart Notes, Flashcards, Quiz, AI Tutor, and Schedule. Add a card now for the smoothest auto-continue, or skip and decide later.