Most teams do not realize their AI system is broken.

Sign 1: Inconsistent Outputs

Same prompt, different results. A prompt lacking constraints.

Sign 2: Constant Manual Correction

Every output requires editing. The AI is not doing the work.

Sign 3: It Only Works for You

Breaks when anyone else runs it. Tribal knowledge, not documentation.

Sign 4: Unexplainable Prompts

Cannot explain why it works. Prompts should be engineered.

Sign 5: Silent Quality Degradation

Output quality degraded quietly. AI drift is real.

What to Do Next

All five are diagnosable. Book a Discovery Audit.