Symptom
Tools communicate, but learning loops and signal capture are still incomplete.
AI becomes a structuring layer in business systems, but not yet their organizing principle.
Tools communicate, but learning loops and signal capture are still incomplete.
Application architecture, signal instrumentation and system orchestration.
A system that can partially learn from usage.