What makes it viable?
Architecture & economics
Production architecture, governance and the economics of putting AI to work.
12 research briefs 72 distinct sources
Research briefs
Enterprise AI Centers of Excellence (CoE) & Operating Models
Hub-and-spoke vs federated CoE architectures, enterprise capability building, and value realization
The AI Skill Maturity Model: L0 Manual to L5 Autonomous Swarms
L0 Manual, L1 Assisted, L2 Delegated, L3 Supervised Autonomous, L4 Fully Autonomous, L5 Self-Evolving Swarm
The EU AI Act & Global Regulatory Compliance Frameworks
Risk tier classification, prohibited AI, high-risk systems, conformity assessments, and ISO/IEC 42001 standards
Sovereign AI & National Compute Infrastructure
National AI infrastructure, sovereign compute clusters, on-premise frontier models, and data sovereignty laws
Model Context Protocol (MCP) Enterprise Security & Governance
Least-privilege scoping, OAuth 2.0 token delegation, MCP gateway proxies, and sandbox isolation
AI Security, Red-Teaming & OWASP GenAI Threat Modeling
OWASP Top 10 for LLMs, prompt injection, indirect data exfiltration, model inversion, and automated red-teaming
Quality-Adjusted AI Economics & Compute Unit Costs
Quality-Adjusted Cost of Compute, token unit economics, prompt caching ROI, model routing, and EBITDA impact
AI Intellectual Property, Training Data & Copyright Law
Fair use litigation, training data licensing, synthetic data legal status, and C2PA content provenance
Autonomous Compliance, Continuous Audit & Agentic Governance
Continuous compliance monitoring, automated SOC 2 / HIPAA / ISO auditing, and agentic policy enforcement
Healthcare & Clinical AI Governance: Validation, Ethics & FDA Clearance
FDA SaMD clearance, clinical validation, HIPAA privacy, algorithmic bias mitigation, and physician-in-the-loop
Enterprise Data Mesh, GraphRAG & AI Readiness
Data mesh architecture, federated domain data products, semantic governance, and enterprise GraphRAG
Executive AI Decision Frameworks, Strategy & Governance
Board-level AI governance, Build vs Buy vs Fine-Tune matrices, risk appetite, and strategic ROI scorecards