Knowledge Manufacturing

We manufacture knowledge.

Design a Knowledge Substrate once — the taxonomy, vocabulary, and quality bar for a domain — and run a Knowledge Factory on top of it: cubelets, videos, bots, and intelligence, all produced from the same foundation.

WHATWHYHOWWHEREWHENAPPLY

The Foundry powers the Factory

A substrate is the durable asset. Design it once, and everything the factory produces — for any format — is generated from the same structure and the same quality bar.

KNOWLEDGE SUBSTRATECubeletsVideosBotsIntelligence

What changes when you design a substrate

Take an example domain like “Incident Response Fundamentals.”

Before

A 40-page PDF, a wiki, or a standard. Opaque, hard to search, impossible to test a learner against.

After

Atomic, testable knowledge units — each one scored against a quality bar before it ships, structured and searchable by both people and machines.

What you get

Designing a substrate walks through five stages. Nothing broken reaches a learner.

Source Docs
Upload the material a domain already has.
Taxonomy
Define the structure — competencies, vocabulary, relationships.
Cubelets
Generate atomic knowledge units from that structure.
Quality Gate
Every unit is scored before it's visible to a learner.
Ship
Live in the catalog, ready for cubelets, videos, bots, intelligence.

Concepts

What is a substrate?

The taxonomy, vocabulary, competencies, and quality bar for a domain — the structure everything else is generated from.

What is a cubelet?

An atomic knowledge unit with six faces — WHAT, WHY, HOW, WHERE, WHEN, and APPLY. Full spec → help.cubelet.ai.

What does the quality gate check?

Every cubelet is scored against a quality bar before it becomes visible to a learner. Nothing ships broken.

What can I connect a substrate to?

Once a substrate is designed, its catalog is reachable by tools and agents. Connect your catalog → mcp.cubelet.ai/mcp.

Kinds of domains this works for

Every substrate starts as one of these shapes of source material.

Regulatory / Standards
A published standard or regulation with numbered clauses and required controls.
Formal Database
A structured reference — codes, definitions, or classifications maintained as a system of record.
Research / Academic
A body of published research and established theory in a field of study.
Practitioner / Threat
Fast-moving, hands-on knowledge from people actively doing the work.
Design / Aesthetic
Judgment-driven craft knowledge where quality is evaluated, not just checked.
Organizational / Institutional
Internal processes, playbooks, and institutional knowledge specific to one organization.
Emerging / Pre-codified
A domain that doesn't have an authoritative source yet — knowledge still being formed.

FAQ

How long does designing a substrate take?

It depends on how much source material you're starting from and how established the domain already is — a brief is the first step, and it tells you what's next.

Do I need to already have source material?

It helps, but it's not required. Some domains start from documents you upload; others start from a description of the knowledge you want to structure.

What if my domain doesn't fit neatly into one archetype?

Most domains lean toward one shape but borrow from others. The brief process is where that gets sorted out — you don't need to have it figured out up front.

Who reviews what gets published?

Every cubelet the factory produces passes a quality gate before it's visible to a learner. Nothing ships without being scored first.

Can I update a substrate after it's live?

Yes. A substrate is a living structure — taxonomy and source material can evolve, and the factory regenerates outputs from the updated version.