Decision Algorithmv2.0.0

A professional is torn between staying at their current stable job and pursuing a risky startup opportunity. The algorithm researches industry base rates, supply-demand dynamics, and comparable outcomes, then runs EV and Kelly calculations to recommend decision thresholds.

An investor wants to decide how much to allocate to a volatile asset. The algorithm searches for base rates, asset fundamentals, and risk exposure, then computes optimal Kelly fraction and Bayesian adjustments for new information.

A consumer hesitates between buying a new car vs. investing in home improvements. The algorithm researches market pricing, user reviews, and opportunity costs, then applies the 7-question quick check to structure thinking.

Someone is hesitating about ending a long-term relationship. Using the pure framework mode, the algorithm walks through Bayesian updating of relationship satisfaction beliefs and resource audits across time, health, and cognition.

A student is deciding whether to pursue an expensive online certification. The algorithm researches industry base rates for career outcomes, supply-demand for the skill, and alternative uses of time/money, then outputs a structured recommendation with key assumptions.

Offer tiered subscriptions for individuals and teams (e.g., monthly or per-query) providing structured decision analysis with unlimited web research and calculator access. Upsell deep analysis packages for high-stakes decisions.

License the algorithm as an API or SDK integrated into banking apps, investment platforms, and career coaching tools. Charge per API call or a flat annual license fee.

Provide enterprise workshops and consulting where the algorithm is used as a live facilitation tool for team decisions. Package includes certification for internal decision coaches.