AI Practice
7 min

The Decisive Difference Between In-House and External AI - What Susumu's Integrity Judgment Taught Us

Same technology, different decisions based on environment. The essential difference in AI utilization revealed through external AI's strategic proposals versus in-house AI's organizational defense instincts.

AI organizational theoryin-house AI developmentintegrity judgment