12-Month Profit Simulation

PRO PERSPECTION DATA
Vibe-Based Net Profit
-$152,400
13 regressions occurred
Data-Backed Net Profit
+$374,900
0 production outages
Cost of a Bad AI Decision $15
Vibe-Based Update Regression Rate 18%
Weekly Query Volume 5,000 queries
*Note: Model updates run twice weekly. In Scenario A, catching an error takes 1–3 weeks (rework at $35/hr). In Scenario B, a 100-case automated test suite blocks errors in CI/CD, reducing production outages to near-zero.