AI Framework

The 5 core capabilities (Ingest, Analyze, Predict, Generate, Execute) and the data foundation. Level 1.

The 10 recurring AI patterns covering 90% of business use cases, from RAG Assistant to Autonomous Agent. Level 2.

Build blueprints for AI agents, one business function at a time: rules, scenario playbooks, handoff logic, and a copy-paste starter you can run on any platform.

The AI Sales Operator playbook: 4 ACE patterns stacked into one role. Level 3.

How marketing teams use AI across content, campaigns, analytics and governance, explained for marketing leaders.

How HR and people teams use AI across recruiting, employee experience, performance and pay, and how to govern it.

How finance and accounting teams use AI in the close, payables, FP&A, treasury and audit, and how to control it.

How support teams use AI for self-service, agent assist, quality and insight, and how to measure and govern it.

How operations teams use AI in supply chain, procurement, logistics, quality and safety, and how to measure it.

How B2B SaaS companies transform with AI: the agents that matter, telemetry as a moat, and in-product AI. Level 4.

Enterprise AI transformation for CEOs, COOs, CFOs, CIOs: maturity model, governance, ROI, and change management. Level 5.

Practical AI tools and workflows for everyday business productivity.

Master essential AI concepts and terminology for business success.