The governed knowledge and workforce-judgment platform from GRID42, LLC
Close the gap between
knowing and doing.
AI-guided simulations and governed knowledge systems across CMMC, ISACA, AI Governance, and more. For practitioners who need proof, and organizations who need systems.
// 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
// 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
ISACA Simulations + CMMC Assessment
Socratic AI simulations for ISACA governance judgment and CMMC assessment readiness. Practice as assessor or auditee. Evidence review, scoring practice, gap analysis, and adaptive coaching — all powered by knowledge atoms.
Built in the Factory.
The GRID42 Factory Console is where governed knowledge is produced, monitored, and kept current — across 17 frameworks and 2,700+ cubelets.
The Cubelet Model
Every compliance practice becomes a knowledge atom with six faces of understanding, explored across five levels of mastery depth.
Define the requirement
Understand the purpose
Learn implementation
See it in context
Know the timeline
Practice the skill
Five Levels of Mastery Depth
// business case
The investment makes sense before the first simulation runs.
Annual value of a deployed knowledge system is the sum of five compounding factors. Each is measurable. Most organizations find value on the first two alone.
Avoided Production Cost
vs. traditional vendor content production
Recovered SME Time
knowledge encoded once, reused indefinitely
Faster Time-to-Productivity
reduced onboarding and ramp time
Reduced Rework
governed knowledge currency prevents drift
Risk-Adjusted Loss Avoidance
defensible evidence reduces audit exposure
Annual Knowledge System Value
Modeled reference case — not a universal guarantee
CUBELET.AI production economics
$350K – $525K
700-video equivalent domain, fully simulated
Traditional vendor equivalent
$1.75M
Same scope, comparable quality threshold
Reference case documented from GRID42 production data. Results vary by domain complexity, SME availability, and existing substrate maturity.
What an Outcome Workshop produces
- ✓ Your estimated production economics
- ✓ Domain complexity and SME hour requirements
- ✓ Recommended engagement tier and timeline
- ✓ ROI model scoped to your organization
// GRID42 intelligence tracker
Knowledge that
doesn't drift.
Regulatory frameworks change continuously. GRID42 Intelligence monitors primary sources and maps every new signal to the exact Cubelet competency tags it affects — before the gap becomes a liability.
When CISA issues a new KEV, or EUR-Lex publishes an AI Act amendment, the tracker scores it, tags it to affected frameworks, and surfaces it in your training-connected Daily Digest. Your Cubelets don't go stale.
Sources monitored
Frameworks tagged
CMMC L2 · NIST AI RMF · ISO 42001 · EU AI Act · TRAIGA · ISACA (CISA, CISM, CRISC, CDPSE) · VulnOps
Training-connected
Signals map directly to Cubelet competency tags and Pursuit learning paths — so practitioners see what changed and why it matters to their role.
// common questions
Frequently asked questions
What is CUBELET.AI?
What is a Cubelet?
How does CUBELET.AI differ from traditional compliance training?
What frameworks does CUBELET.AI cover?
What is a Substrate Readiness Assessment?
How much does CUBELET.AI cost?
More questions? Talk to a GRID42 knowledge architect.
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.