Responsible AI · Math + Audit + Mentor

Reversibility Engine

Pressure-test high-stakes career, education, and startup decisions with a 100-cycle simulation, a devil's-advocate bias audit, and a mentor's human review — before you commit.

100-cycle Monte Carlo on every option
Bias & opportunity-cost audit
Mentor review with secure link
Your decision
All fields stay private to your session. We never tell you what to choose — we model trade-offs.

If financially dependent, model as buffer

Reversibility Engine never gives prescriptive "do X" advice. It surfaces numbers, biases, and trade-offs — your mentor reviews the report before the final view unlocks.