CUBELET.AI · A GRID42, LLC Platform
Knowledge systems for
regulated industries.
CUBELET.AI turns critical expertise into governed, measurable workforce judgment. Design → Manufacture → Operate → Expand — at a fraction of traditional content costs.
// six outcomes
What organizations achieve with CUBELET.AI
Customers buy trusted business outcomes delivered through a continuously operated knowledge system — not videos, content units, or software features.
Workforce Readiness
Employees who know the material but cannot apply it under pressure. Replace completion records with demonstrated competency scores and scenario-based evidence.
Faster Onboarding
Reduce time-to-competency by encoding your best people's judgment into reusable Cubelets. Cut SME dependency for repetitive knowledge transfer.
Regulatory Confidence
Assessment evidence and traceability through simulation performance — not just training logs. Built for regulated industries where defensibility matters.
Knowledge Retention
Capture and operationalize expert judgment before it leaves the organization. Every SME's decision logic becomes a governed, reusable knowledge atom.
Operational Excellence
Consistent decisions at the point of action, not just in classrooms. Procedural proficiency that holds up under audit and under pressure.
Knowledge Currency
Monitor regulatory and framework changes. Trigger controlled regeneration of affected Cubelets. Your knowledge system stays current without starting over.
// commercial lifecycle
How GRID42 delivers your Knowledge System
From diagnostic to deployed and self-renewing. Four stages that turn expert knowledge into measurable workforce judgment.
Design
Map what you know
Source documents, regulatory frameworks, and SME judgment are mapped to a Knowledge Substrate — the versioned foundation your content runs on.
- Framework signal ingestion
- SME knowledge capture
- Outcome and gap mapping
- Substrate architecture
Manufacture
Produce at scale
The Knowledge Factory converts your substrate into Cubelets, simulations, assessments, videos, voice interactions, and exportable learning packages.
- Six-face Cubelets
- AI simulations & scenarios
- Narrated video production
- SCORM / xAPI export
Operate
Deliver and govern
Teams practice, managers measure readiness, reviewers govern quality. Deploy via hosted platform, export to your LMS, or run air-gapped in a private tenant.
- Hosted or air-gapped deploy
- Readiness scoring
- Evidence and passport records
- Cohort management
Expand
Scale the substrate
New frameworks, roles, and business units connect to the same substrate. The knowledge compounds — frameworks reuse structure, content reuses judgment.
- New domain onboarding
- Cross-framework reuse
- Org-wide expansion
- Knowledge currency monitoring
Design → Manufacture → Operate → Expand
// industries
Regulated industries we serve
Each industry edition is built on the same Knowledge Substrate — just with the frameworks, terminology, and evidence requirements specific to your domain.
Defense Industrial Base readiness for CMMC Level 2 — 110 practices, 14 domains, AI-simulated evidence preparation.
See CMMC solutions →ISO 42001 and NIST AI-RMF compliance — governed knowledge for the teams building, deploying, and auditing AI systems.
See CMMC solutions →Operational procedures, quality systems, and workforce qualification for regulated manufacturing environments.
Clinical protocols, compliance requirements, and credentialing support for regulated healthcare organizations.
// L&D teams and catalog buyers
Awareness training
at workforce scale.
Most institutions need more than certification prep — they need AI governance and compliance awareness their entire workforce can complete, in formats their LMS already accepts.
CUBELET.AI produces short-course packages for L&D teams, CLOs, and institutional catalog buyers. Off-the-shelf awareness modules in SCORM / xAPI format — or produced-to-spec from your substrate for your specific policy environment.
Talk to a knowledge architect →Who this is for
Chief Learning Officers
AI governance and compliance in the enterprise curriculum
L&D Training Managers
Scalable awareness training for regulated workforce onboarding
Institutional Catalog Buyers
Adding AI governance and CMMC content to the course catalog
Workforce Development Programs
Upskilling cohorts on emerging frameworks and digital readiness
Available tracks
AI Governance Awareness
ISO 42001 · NIST AI RMF · EU AI Act
CMMC Fundamentals
Defense contractor workforce awareness
Cybersecurity Essentials
ISACA-aligned · VulnOps basics
Custom domain
Any regulatory or operational framework
// engagement model
Four ways to engage
Individual practitioners start free. Organizations start with an Outcome Workshop — a structured 90-minute session that maps your gaps and recommends the right engagement tier.
Substrate Readiness Assessment
$28,000 – $150,000
Fixed-fee entry engagement
Start here. Understand exactly what your organization needs and what you already have. We map your frameworks, gaps, SME knowledge, and substrate architecture before a single Cubelet is produced.
- ✓ Framework and gap analysis
- ✓ SME knowledge inventory
- ✓ Substrate architecture design
- ✓ Engagement scoping and roadmap
Substrate Production Run
Scoped per engagement
Batch and sprint pricing
Cubelets, simulations, narrated videos, SCORM/xAPI packages, and assessments — produced at scale from your substrate. Factory output, not content mills.
- ✓ Six-face Cubelet production
- ✓ AI simulation and scenario sets
- ✓ Video and voice narration
- ✓ SCORM / xAPI export packages
CUBELET.AI Operate
Contact for enterprise pricing
Individual plans from $14/mo
Deploy your knowledge system where your people work. Export to your LMS, host on the CUBELET.AI platform, or run a private tenant — including air-gapped for regulated environments.
- ✓ Export, hosted, or private tenant
- ✓ Air-gapped deployment available
- ✓ Readiness scoring and dashboards
- ✓ Evidence and passport records
Outcome Packages
Inquire for your industry
Bundled design + manufacture + operate
Turnkey knowledge systems for specific regulatory and operational outcomes. Everything scoped, designed, produced, and operated under one fixed engagement.
- ✓ CMMC L2 Readiness
- ✓ AI Governance (ISO 42001)
- ✓ Workforce Onboarding Accelerator
- ✓ Institutional Knowledge Capture
For practitioners
Start where you are.
Free access. No credit card. 4 ISACA certifications, 110 CMMC practices, and AI governance frameworks — simulated from day one.
Explorer tier is free forever.
For organizations
Serious about knowledge systems?
An Outcome Workshop scopes your engagement in 90 minutes — domain inventory, gap map, ROI model, and an engagement estimate you can act on.
Engagements start at $28,000.