Implementation Decision Matrix

Choosing the right level based on capability and investment

Technical Capability & Investment
High Medium Low
Low Medium High
Data Infrastructure & Privacy Readiness
L4 Chatbot Path

Add LLM to L2 content; skip data-heavy L3

L4 Full L4

Complete chatbot integration with data logging

L5 Future-Ready

Build toward autonomous systems

L2 Enhanced L2

Rich interactivity; no student tracking

L3 Adaptive

Rule-based personalization

L3+ Advanced L3

Full adaptive with GraphRAG prep

L1 Static

PDF/print equivalent

L2 Basic Interactive

MicroSims, quizzes, search

L2 L2 + Analytics

Anonymous usage data only

Start Here
Most organizations should begin with Level 2 - it's cost-effective, requires no student data, and provides significant educational value.
Leapfrog Option
High-capability organizations with limited data infrastructure can go directly to Level 4 (chatbots) without building Level 3 data systems.
Strategic Investment
Building Level 3 infrastructure now positions you for Level 4-5 capabilities as AI matures—but requires privacy compliance investment.