value-risk-prioritizer

What problem does it solve?

This Skill addresses the challenge of comparing and prioritizing multiple AI capability candidates by providing a structured, quantified approach to assessing their business value and associated risks.

Core Features & Use Cases

• Quantified Value Assessment: Translates vague value claims into annual dollar figures with confidence levels.
• Risk Impact Analysis: Assesses risk impact with dollar ranges, likelihood, and specific worst-case scenarios, referencing industry precedent.
• Mitigation Strategy: Defines required controls, their costs, and the residual risk after implementation.
• Weighted Scoring & Tiering: Ranks capabilities using a weighted model (value, risk, feasibility) and assigns them to priority tiers (DO_FIRST, DO_WITH_CAUTION, DEFER, DONT_DO).
• Sequencing Logic: Identifies dependencies and recommends an optimal build order for capabilities.
• Use Case: When deciding which of five AI projects to fund next quarter, use this Skill to objectively compare their potential ROI, regulatory exposure, and implementation feasibility, ensuring resources are allocated to the most impactful and manageable initiatives.

Quick Start

Use the value-risk-prioritizer skill to assess and rank the following AI capability candidates: Trade Confirmation Matching, Risk Narrative Generation, Customer Complaint Classification, AML Transaction Monitoring, and Client Onboarding Document Review.