Why we
built Primr.
Experts already have the knowledge. The hard part is making it teachable at scale — and that's the gap Primr closes.
Why we built Primr
Every enterprise has experts with critical knowledge. Every creator has a framework worth sharing. Every educator has years of hard-won wisdom.
Experts have the knowledge. Turning it into something learners remember is the hard part.
We built Primr to close that gap — turning expertise into interactive lessons people remember.
Three converging trends made Primr possible
LLMs crossed the quality threshold
Language models are now reliable enough to handle structural tasks: outlining courses, generating quiz questions, sequencing lessons. The breakthrough was putting AI to work on structure while experts keep control of the content.
Creator education matured
Creator platforms, from YouTube to Substack, proved that experts want to teach. Distribution channels exist. What was missing: the tools to turn raw knowledge into polished, interactive products.
Enterprise training pivoted
Onboarding and compliance training moved from annual classroom workshops to continuous, self-paced learning. Organizations need to turn static documentation into engagement.
Who we're building for, and in what order
1. Enterprise first
Large organizations have urgent training needs, budget, and data to measure success. We solve their onboarding and compliance training problems.
2. Creators second
Creators with existing audiences want to monetize expertise. A lightweight path from ebook to interactive course captures that market.
3. Educators third
What makes Primr different
We do one thing: turn expertise into lessons people remember.
Document workflow
You start with what you already have. Your existing documentation — manuals, slides, ebooks — is the input. AI doesn't invent; it assembles.
AI assembly
AI excels at structural work: outlining, sequencing, generating quiz questions. It fails at judgment. Primr puts AI to work on what it does well and keeps humans in charge of what matters.
Learning-specific interactivity
Components built for how people learn: quizzes for retention, flashcards for spaced repetition, walkthroughs for procedural tasks.
Turn your knowledge
into a learning experience.
Start with a document. End with an interactive course. No instructional design budget required.