Turn your teaching material into a guided learning journey.
Untwist turns my lecture notes, decks, and question banks into an eight-level learning journey for my students — stories, concepts, practice, cases, misconceptions, and mastery.
- 0Curiosity Trigger
- 1The Story
- 2Concept Nuggets
- 3Concept Cards
- 4Application Lab
- 5Challenge Zone
- 6Misconception Zone
- 7Mastery Arena
Why direct labor hours mislead modern cost systems
When overhead is allocated using direct labor, products with short runs and high setup costs look profitable while complex, low-volume products are subsidized. ABC traces resources to the activities that actually consume them — restoring the truth in your margin report.
A specialty SKU appears profitable under DLH — until setup, inspection, and expedite costs are traced to it.
Direct labor hours often correlate with volume, not with the activities driving overhead.
Why I built this
I teach CMA and CPA students across multiple institutions in Bangalore. I kept rewriting the same explanations and watching the same misconceptions come up year after year, so I built a tool that turns my own teaching material into a structured, AI-assisted learning journey for my students.
- Concept maps
- Misconception traps
- Practice MCQs
- Business cases
- Numerical labs
- Mastery rubrics
From a slide deck to a published journey — in four steps.
Upload your material
PPTs, PDFs, notes, transcripts, question banks. One topic at a time.
AI extracts the knowledge
Concepts, definitions, relationships, frameworks, calculations, exam focus areas.
Generate the 8-level journey
Curiosity → Story → Concepts → Practice → Application → Challenge → Misconceptions → Mastery.
Review, edit, publish
Approve each level or regenerate. Students get a world-class instructor on demand.
Every topic, eight levels. Designed for mastery, not coverage.
The framework is fixed. The content is yours. The AI fills in the choreography so every student walks the same path — from curiosity to competence.
Puzzles, contradictions, predictions.
Real companies. Real situations.
Micro lessons. Visual explanations.
MCQs, flashcards, quick checks.
Calculations and scenarios.
Exam-grade integrated problems.
Traps, errors, confusion points.
Cases, simulations, final assessments.
Nine specialist agents.
One mastery engine.
Behind every journey is a pipeline of focused agents — each responsible for one craft. Together they replace months of instructional design with minutes of generation.
The tutor doesn't blurt answers. It asks the next best question, coaches, and only reveals the solution once the student is ready.
Crafts hooks, puzzles and contradictions that earn attention.
Writes industry-grounded narratives that make abstractions stick.
Distills frameworks into nuggets — clear, visual, exam-ready.
Generates calibrated MCQs, flashcards and quick checks.
Builds calculation labs and scenarios with worked solutions.
Produces exam-grade integrated problems for stretch.
Surfaces the traps students fall into — and corrects them.
Creates cases, rubrics, and final assessments for competence.
Questions, answered.
Is Untwist an LMS?+
No. Untwist is a learning experience generator. It produces structured journeys you can publish anywhere — including inside your existing LMS.
What files can I upload?+
PPT, PDF, DOCX, plain notes, transcripts, and question banks. One topic at a time produces the cleanest journey.
Who owns the generated content?+
You do. Every concept, story, case, and assessment is yours to edit, regenerate, export, or delete.
Does the AI publish on its own?+
Never. Faculty has final authority. AI proposes — you approve, edit, regenerate, or reject.
How long does generation take?+
A 100-slide topic typically becomes a complete reviewable journey in under 15 minutes.
Built by a CMA/CPA faculty member, for use in his own classroom.