Choosing the Right AI Model for Your Business: A Practical Evaluation Framework
A practical framework for evaluating AI models against business requirements instead of benchmark leaderboards: defining requirements, structured testing, model tiering, and a re-evaluation cadence.
How to Measure AI ROI: A Practical Scorecard for Executives
A practical framework for measuring AI ROI beyond adoption rate: cost per successful task, dependability rate, time saved, and return on compute, with a rollout process and executive reporting format.
How to Build an AI Governance Policy for Your Business: A Practical Framework
A practical framework for building an AI governance policy: data classification instead of tool lists, review requirements, governance roles, and how to roll it out without it becoming shelfware.