Public/private boundary
Public pages only show sanitized summaries, counts, progress, and demo-safe operational context.
CRYSTAL CLEAR SOLUTIONS AI CENTER / MEMORY
Learning System
Public-safe summaries of decisions, insights, recurring risks, and improvements.LIVE
SAFE MEMORY
Operating Lessons
Outreach approval gate
Business outreach is draft-first and requires owner approval before send.
Mission focus
CCS AI Center work should map to revenue, research progress, operational value, or risk reduction.
Model budget discipline
Use stronger reasoning models for strategy and review, then cheaper or local models for routine execution.