It starts with
people.
Every major jurisdiction is converging on human oversight of AI in employment decisions. That's not a compliance checkbox — it's a work composition question. And work composition is not a one-time design exercise. It's a living system that evolves as AI reshapes what people do.
AI compliance without people change is theater.
People change without compliance is liability.
Org design without both is fantasy.
Your people believe 40% of their work is pattern-based.
The reality is 60–80%.
The 20–40 point perception gap is the most dangerous number in your org. The most damaging thing you can do is let the market reveal work composition to your people. The most empathetic thing you can do is help them understand it first — and give them a path to higher-order work.
You get a senior advisor.
You also get a team.
Most consulting firms send you a partner for the pitch and a junior for the work. We invert that. Senior advisory stays hands-on. Forward Deployed Engineers handle execution — embedded in your org, shipping real outcomes.
Advisory
AI governance strategy. Compliance architecture. Executive alignment. Workforce transformation planning. The senior thinking stays with you throughout the engagement — not just the kickoff.
Forward Deployed Engineers
Compliance analysts — interns and practitioners — embedded directly in your team. They ship compliance documentation, AI implementation, and assessment work. Not consultants who leave decks. Engineers who deliver.
ISO 42001
The first international standard for AI governance. We build the management system with your team — policies, risk assessment, controls — then train them to operate it. Certification readiness and beyond.
ISO 27701
Extends ISO 27001 to cover personal data processing. Critical for any organization deploying AI that touches PII. We integrate privacy-by-design into your existing information security management.
CMMC 2.0
Phase 2 enforcement starts November 2026 — Level 2 third-party assessments required for DoD contractors. We assess your current posture, remediate gaps, and prepare you for C3PAO audit.
Diagnosis prescribes.
Delivery informs diagnosis.
Most diagnostics assess and hope someone acts. Most L&D platforms deliver and hope for outcomes. Our products form a closed loop — The Scaffold surfaces where people are, The Course Factory moves them where they need to go, and mastery data reshapes the diagnosis. The loop never stops.
The Scaffold
Surfaces PJRC composition — Pattern, Judgment, Relationship, Creativity — at org and individual level. Heat maps of automation exposure. Superskilling vs deskilling trajectories.
→Org Intelligence
Individual transformation plans targeting higher-order judgment functions. Not generic upskilling — specific moves from pattern work toward judgment, informed by the diagnostic.
→Course Factory
Cubelets — the smallest granular unit of knowledge — delivered adaptively, in near real-time, in context. Playbooks, templates, simulations. They aggregate into capabilities as readiness grows.
New mastery data feeds back into The Scaffold. PJRC profiles update. Work classifications shift as people grow into higher-order judgment functions. The org heat map evolves in near real-time. New gaps surface. New cubelets deliver. The loop continues.
What is a cubelet?
The smallest granular unit of knowledge, delivered in the flow of work. Think Squirrel AI's nano-level knowledge points, but for organizational L&D — not K-12.
How do cubelets aggregate?
Small units compose into larger capabilities in near real-time, as the person demonstrates readiness. Role-based simulations let people practice judgment in realistic AI-era scenarios. Learning is doing. Assessment is learning.
Organizations Seeking Clarity
The Scaffold diagnostic surfaces actual work composition at the individual level. Org Intelligence aggregates those patterns into heat maps your leadership can act on. Every output is ISO 42001-aligned. Governance documentation built from evidence, not templates.
Organizations Ready to Transform
Individual transformation plans built from pattern-to-judgment progression. Course Factory cubelets deliver adaptive interventions in the flow of work. Compliance travels with transformation — mastery data feeds back into the Scaffold, keeping governance documentation current as your people grow.
Platform Companies
The Scaffold as a diagnostic intelligence layer inside your platform. Org Intelligence for cross-customer aggregation. Course Factory as an embedded upskilling engine. Advisory and engineering embedded in your product team — compliance built into architecture, not bolted on after.
The only AI workforce diagnostic built on the correct math. Standard projections model tasks as substitutes. They multiply. The Scaffold uses the PJRC framework to show orgs where AI concentrates value — and where it doesn't.
- PJRC composition analysis
- Org-level heat maps
- Superskill vs deskill trajectories
- Individual transformation plans
- 90-day roadmaps
Learning in the flow of things. The Course Factory decomposes knowledge into cubelets and delivers them adaptively — when and where people actually need them. Not courses. Not classrooms. Not scheduled. Flow.
- Cubelet decomposition engine
- Role-based simulations
- Adaptive delivery in context
- Real-time cubelet aggregation
- Scaffold-informed prescriptions
"One of the few organizations worldwide authorized by both ISACA and PECB to deliver certification training."
ISACA
CDPSE · CISM · CISA · CRISC — governance, risk, and compliance certifications for professionals managing AI-era risk.
PECB
ISO 42001 · ISO 27701 — AI management systems and privacy information management certification training.
Microsoft
Microsoft Learning Partner. Cloud, AI, and security training.
Databricks
Data & AI engineering platform partner.
For over a decade, we've helped individuals in career transitions make the leap into good income through technology. The technology evolves — cybersecurity, then data science, now AI and compliance. Tomorrow it'll be something newer. We evolve with it. That's the only constant.
Start a conversation.
Tell us what you're navigating. We'll tell you honestly whether we can help.