Who is this built for?
Product managers, founders, and cross-functional product teams who need practical AI fluency for roadmap, GTM, and execution decisions.
AI Education for Product Teams
Finally understand what your engineers are saying.
Train your PMs, founders, and GTM leads on the AI concepts that actually impact roadmap bets, execution quality, and conversion outcomes.
Search for LLM, RAG, Fine-tuning...
RAG (Retrieval-Augmented Generation)
ConceptA technique that gives language models external memory. Instead of relying solely on what it was trained on, the model first retrieves relevant documents, then generates an answer.
Fine-Tuning
Taking a pre-trained model and continuing its training on a much smaller, specific dataset...
Understand engineering speak, instantly.
Stop nodding along in meetings. Our comprehensive universe of terms breaks down deep technical architecture into plain English. If your engineers use it, we translate it.
- Definitions written for product & GTM, not researchers.
- Real-world examples of how concepts are applied.
- Searchable, categorized, and linked together.
Knowledge paths that actually make sense.
Don't get lost in random articles. We've structured learning into deep, narrative tracks that build your intuition step-by-step—from the basics of LLMs to evaluating complex AI features.
- Progressive difficulty ensures you never hit a wall.
- Role-specific tracks for PMs, Marketing, and Support.
- Interactive quizzes to prove you know your stuff.
Foundation
Completed • 4 lessons
How LLMs Work
Architectural breakdown of Transformers.
Prompt Engineering
Locked • 6 lessons
Midjourney
Architecture Teardown
User Prompt (Discord)
Text Encoder (CLIP)Translates text into numerical embeddings
Diffusion ModelGenerates image from pure noise
Deconstruct real products.
We take the hottest AI companies—OpenAI, Notion, Midjourney—and break down how their products actually work under the hood. Understand the mechanics behind the magic.
- Visual architecture diagrams of complex systems.
- Cost and infrastructure realities exposed.
- Lessons you can apply to your own roadmap.
Measure your team's momentum.
Eliminate the siloed knowledge problem. Invite your entire product org, monitor track completions, and ensure everyone is operating with the same baseline technical context.
- Unified dashboards to track learning velocity.
- Bulk seat management and easy onboarding.
- Standardized vocab across your whole company.
Acme Corp Learning
12 Active Members
+14%
SC
Sarah ChenProduct Manager
92%MJ
Marcus JonesUX Designer
64%ER
Elena RostovaPMM
28%Questions before you enroll
Do we need a technical background to start?
No. Courses are structured for non-specialists and build from fundamentals to advanced product strategy without assuming ML engineering experience.
Can teams track progress across members?
Yes. Team plans include member progress visibility and role-based learning paths so leadership can see momentum and gaps clearly.
Is there free content before upgrading?
Yes. You can start with free lessons in the knowledge bases before moving to full access.