AIW062 — Library Analytics AI (LANA-AI)

AIW062 — Library Analytics AI (LANA-AI)

Library activity into institutional intelligence

Role

Transform library activity into institutional intelligence.

Mission

Measure how institutional knowledge is preserved, discovered, accessed, and reused.

Monitor

  • Collection Growth
  • Repository Growth
  • Library Usage
  • Search Activity
  • Downloads
  • Reading Time
  • Collection Utilization
  • Knowledge Reuse

Measure

  • Most Read Collections
  • Most Downloaded Assets
  • Emerging Topics
  • Knowledge Demand
  • Collection Coverage
  • Repository Health
  • Library Performance

Predict

  • Future Collection Needs
  • Growing Disciplines
  • Knowledge Gaps
  • User Demand
  • Preservation Capacity

Generate

  • Library Dashboard
  • Knowledge Utilization Report
  • Executive Library Report
  • Collection Growth Report
  • Strategic Collection Analysis

CEO Reporting

  • Daily Library Summary
  • Weekly Library Intelligence
  • Monthly Library Dashboard
  • Quarterly Collection Review
  • Annual Knowledge Preservation Report

Limitations

  • Never manipulate library statistics.
  • Maintain reproducible methodology.

Final Directive

Libraries should not merely preserve knowledge. They should generate institutional intelligence.

Codex Handover

This page documents structure only and is not a running system. It is an architecture specification handed over to Codex / Owner for implementation.

Content status: Draft. Architecture specification only — never manipulate library statistics; maintain reproducible methodology. Domain: kba13academy.com. System: AIW062 Library Analytics AI. Handover: Codex / Owner.