The Course Factory
Every compliance simulator begins as a market signal. The Course Factory transforms it through a 5-stage AI pipeline into knowledge atoms — Cubelets — that assemble into interactive assessment experiences.
5-Stage AI Production Pipeline
Gather context, regulations, and domain expertise from authoritative sources
Generate six-face cubelet content with structured learning outcomes
Refine coherence, accuracy, and pedagogical clarity across all faces
Validate against 42/60 quality gate — no face below threshold
Write to Neo4j knowledge graph with embeddings and taxonomic links
The Knowledge Atom
A Cubelet is a knowledge atom with six faces of understanding — WHAT, WHY, HOW, WHERE, WHEN, and APPLY — explored across five levels of mastery depth.
Each face is scored during production. The quality gate requires a minimum 42/60 aggregate score with no face below threshold. This ensures every cubelet delivers complete, multi-dimensional understanding.
MCP-Native Delivery
Every Cubelet product ships as an MCP server — a standard protocol that lets AI assistants use specialized tools. Your compliance training runs inside Claude, ChatGPT, or any MCP-compatible client.
In Claude Desktop
16 interactive tools — practice listing, simulation, coaching, gap analysis — all accessible through natural conversation.
In ChatGPT
The same CMMC Mock Assessment Simulator running as a ChatGPT integration. Same intelligence, different surface.
In Your Browser
A dedicated web application at cmmc-app.cubelet.ai for teams that prefer a traditional interface.
See the platform in action
The CMMC Assessment Simulator is the first product of the Course Factory. Try it today, or talk to us about building simulators for your compliance domain.