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AI Program Development AI Governance Committee AI Planning Al Lifecycle
ai use case tracker image - person tracking at table over a document of AI use cases

Why Your Organization Needs a Comprehensive AI Use Case Tracker (And What to Track)

Author: Derrick D. JacksonTitle: Founder & Senior Director of Cloud Security Architecture & RiskCredentials: CISSP, CRISC, CCSPLast updated: May 30th, 2025 AI Use Case Trackers You know what’s funny about AI governance? Everyone talks about it, but most organizations are flying blind. They’ve got AI systems scattered across departments, no one knows who owns what, and when […]

AI Explainability AI Governance AI Program Development AI Risk Management
Explainable AI, AI Explainability, person juggling white and black boxes easily

The Practitioner’s Guide to Building Explainable AI: From Compliance Checkbox to Competitive Advantage

The Need for Explainable AI Between 2013 and 2019, the Dutch tax authority’s algorithm flagged 26,000 families as potential fraudsters. The system worked exactly as programmed, spotting patterns in childcare benefit claims. But when investigators finally understood what the algorithm was doing, they discovered it was using nationality as a hidden factor. The result: thousands […]

AI Governance AI Program Development AI Strategy AI Thought Leadership Al Lifecycle
AI Lifecycle framework

The 7-Stage AI Lifecycle Framework: Your Playbook for Responsible and Profitable AI

Introducing The 7-Stage AI Lifecycle Framework Artificial intelligence has rocketed from a speculative venture to business reality. But as organizations rush to implement new models and automate processes, plenty of well-intentioned AI projects stall out, plagued by governance blind spots, regulatory surprises, or plain old miscommunication between business, technical, and legal teams. The pressure is […]

AI Governance AI Program Development AI Strategy AI Thought Leadership Al Lifecycle
AI Lifecycle Governance

AI Lifecycle: Planning & Design – Objectives & Problem Definition

Author: Derrick D. JacksonTitle: Founder & Senior Director of Cloud Security Architecture & RiskCredentials: CISSP, CRISC, CSSPLast updated May 13th, 2025 AI Lifecycle Governance – Milestone 1 of 13: Objectives & Problem Definition So, let’s get into it. AI governance can feel daunting. Trust me, I know. As AI works its way into the vast majority […]

AI Governance AI Planning AI Program Development AI Strategy
AI Acceptable Use Policy

AI Acceptable Use Policy: Proven Actions for Effective Implementation (2025)

Author: Derrick D. JacksonTitle: Founder & Senior Director of Cloud Security Architecture & RiskCredentials: CISSP, CRISC, CCSPLast updated: August,28th 2025 Pressed For Time  Review or Download our 2-3 min Quick Slides or the 5-7 min Article Insights to gain knowledge with the time you have! Review or Download our 2-3 min Quick Slides or the 5-7 min Article Insights to gain knowledge with the time you have! AI Acceptable Use Policies: […]

AI Governance AI Planning AI Program Development AI Strategy
AI use case infographic summarizing 7 components of an AI use case inventory

AI Use Case Inventories: 8 Key Components for Strong AI Tracking

AI Use Case Inventories When we dove into AI governance, we underestimated just how crucial tracking AI deployments would be. Sure, it’s easy to get lost in the thrill and excitement of shiny new tools, but as anyone who’s ever tried juggling too many platforms at once will tell you: complexity spirals fast. An AI […]

AI Governance AI Governance Committee AI Program Development AI Strategy
AI Governance Charter

AI Governance Charter: 5 Sturdy Pillars to Consider for Absolute Control

Welcome to our AI Governance Charter Post Here you’ll find our slide deck, designed to clearly outline the principles and processes we use to ensure responsible and ethical AI use across the organization. Please explore the slides below to learn more about our structured approach to AI governance. Thanks!