01
Upload source material
Import slide decks, PDFs, or docs and let LessonForge pull structure, visuals, and concept signals from the source.
Start from existing material, not a blank page.
From lecture files to lesson microsites
Turn static class materials into interactive lesson websites.
LessonForge turns slide decks, PDFs, and docs into source-grounded lesson microsites built to explain ideas clearly, visualize them, and check understanding.
Upload existing course files.
Review a grounded lesson draft.
Publish one public lesson URL.
Source materials
Intro to Learning Theory.pptx
Parsed for structure, visuals, and concept signals
Psych 101 review sheet.pdf
Parsed for structure, visuals, and concept signals
Lecture summary.docx
Parsed for structure, visuals, and concept signals
Draft pipeline
Ingest → Parse → Outline → Section generation → Citation attachment → Review → Publish
Generated lesson
Classical Conditioning, Actually Explained
Draft
Explain
ExplainFrame the idea before vocabulary
Visualize
VisualizeMake the mechanism visible
Practice
PracticeForce a real retrieval attempt
Reflect
ReflectTransfer the idea to a new case
Section citations
Light review
Public microsite
Problem
Class materials are built to present, not to teach themselves.
Built for delivery
Lecture decks help an instructor present, but they rarely help a student work through the idea alone.
No active practice
Most materials stop at explanation and leave recall, examples, and feedback to other tools.
Fragmented study flow
Students bounce between notes, AI chats, quiz tools, and diagrams just to build one usable lesson.
Product
LessonForge turns the same material into an active lesson.
Guided lesson flow
The draft is organized to explain the concept, show it visually, and ask the learner to respond.
Visual understanding
Key ideas move out of slide phrasing and into diagrams, examples, and interactions.
Practice on the page
The learner checks understanding inside the lesson instead of assembling a separate study workflow.
How it works
From source files to a public lesson in four steps.
One generation workflow serves both students and teachers.
02
Generate the lesson draft
LessonForge builds an explain-visualize-practice-reflect lesson with suggested sections and interaction blocks.
The output is a lesson microsite, not a converted file.
03
Review the grounded draft
Creators inspect source references, refine weak sections, and regenerate only what needs work.
Human review stays in the publishing loop.
04
Publish the lesson
Launch a hosted lesson page that students can open without login and revisit later.
Sharing works through one clean public URL.
Lesson preview
Explain, visualize, practice, reflect.
LessonForge uses a deliberate four-phase rhythm to turn static class material into something a learner can understand, manipulate, retrieve, and transfer.
Lesson rhythm
A deliberate sequence from comprehension to transfer.
Psychology lesson preview
Show the mechanism.
Make the turning point visible instead of leaving it trapped in lecture phrasing.
Mechanism map
Before • Pairing • AfterThe cue becomes predictive through repeated pairing.
Association strength
The inset makes the turning point explicit.
Why this rhythm works
Learners retain more when they interpret, manipulate, and retrieve ideas instead of only seeing them once.
The four phases move from comprehension to visible reasoning to recall to transfer.
Explain
Visualize
Practice
Reflect
Learning science
Compact proof that the interaction pattern is grounded in how people actually learn.
Active recall
Retrieval practice improves long-term retention more than restudying.
Roediger & Karpicke, 2006
Concept mastery
Retrieval can outperform elaborative studying for durable conceptual learning.
Karpicke & Blunt, 2011
Interaction
Active learning improves performance and lowers failure rates versus lecture-only instruction.
Freeman et al., 2014
Who it serves first
One core product, two clear entry points.
Students use LessonForge to study from better material. Teachers use it to publish a better lesson experience from material they already have.
Student creator
Students
Turn lecture material into one self-paced study lesson.
- Replace a scattered AI study workflow.
- Get explanation, visuals, and recall checks in one place.
- Keep a lesson worth revisiting before the exam.
Teacher creator
Teachers
Publish a better student-facing lesson without rebuilding the content.
- Reuse existing slides and docs.
- Review the draft before students see it.
- Share one polished lesson link.
Trust and grounding
AI lesson generation only works if the draft stays reviewable.
LessonForge keeps the source trail visible and keeps a human in the publish loop.
Grounded by source material
Every generated section stays tied to uploaded files. The lesson shows where each claim came from.
Reviewed before public
Lessons begin as drafts, not auto-published pages. Creators can edit, remove, or regenerate weak sections.
Transparent to creator and learner
Grounding is visible instead of buried. That matters when the product is teaching, not just summarizing.
Published output
The product ships a public lesson URL, not another private file.
That makes the lesson easy to assign, share, revisit, and surface through profiles and a public gallery.
Public lesson URL
/l/classical-conditioning-made-clear
Gallery listing
Featured in behavioral psych
Creator profile
/u/prof-ramirez
Viewer analytics
Completion and quiz signals
Psychology 101
Classical Conditioning, Actually Explained
by Dr. Elena Ramirez
Highlight
Interactive diagram + recall quiz
Biopsychology
Neural Signaling Without the Slide Fog
by Maya Chen
Highlight
Signal-path animation + short response checks
Exam Review
Operant vs. Classical in One Scroll
by Samir Patel
Highlight
Comparison cards + sorting challenge
Demo waitlist
Get early access to the LessonForge demo.
Join if you want to see how existing class materials become a grounded interactive lesson site. This is for early walkthroughs and demo access, not full product rollout yet.
One product for students and teachers
Grounded draft before publish
Public lesson microsites