PPTO AI Governance Starter Kit

A comprehensive implementation guide and template collection for healthcare artificial intelligence oversight.

As AI scales across clinical diagnostics, resource triage, and administrative billing, healthcare networks face an unprecedented challenge: algorithms cannot operate in a vacuum. Data drift, third-party software updates, and hidden biases threaten patient safety, trigger legal liabilities, and distort clinical equity baselines.

The PPTO AI Governance Starter Kit is a practical manual for standing up an institutional hospital AI oversight program from the ground up. Grounded in peer-reviewed operational research by Dr. Vernette Grant, DBA, MHA, BPH, and Professor Robert E. Levasseur, this guide translates complex ethical concepts into execution-ready tools designed to safeguard clinical delivery pathways.

By leveraging the foundational PPTO Framework (People, Process, Technology, and Operations), this kit provides the immediate, evidence-based mechanics needed to fit seamlessly into existing hospital workflows.

Template 1: AI Governance Committee Charter Formalize clinical authority structures, define operational scope, and establish leadership roles.

Template 2: RACI Accountability Grid Eradicate execution gaps by mapping clear work vectors across Chairs, Sponsors, CMOs, CIOs, and Equity Officers.

Template 3: Multi-Pillar Pre-Deployment Checklist A verification log spanning People, Process, Technology, and Operations to validate system codes before production.

Template 4: Five-Criterion Risk-Tiering Rubric Calculate objective impact scores to allocate appropriate institutional friction, keeping low-risk apps agile and forcing high-risk models through rigorous hurdles.

Template 5: Clinical Equity Metrics Dashboard Monitor demographic performance parameters dynamically and enforce automatic fuses (threshold of 10% or greater) to pause and remediate biased algorithms.

Template 6: 90-Day Enterprise Implementation Timeline A structured, step-by-step tactical roadmap to transition your hospital to full-scale governance maturity.

This Starter Kit is a companion to Ethical AI in Healthcare: A PPTO Governance Playbook for Hospital and Health System Leaders and the peer-reviewed journal article: Grant, V. and Levasseur, R. (2026) Translating AI Ethics into Hospital Operations: A PPTO Framework for Evidence-Based Governance. Open Journal of Business and Management, 14, 967-979.

Available on Amazon Kindle. Introductory price: $2.99 (promotional pricing for the first 7 days). Free on Kindle Unlimited. Price increases after the promotional period.