What separates AI projects that deliver from those that don’t?

What separates AI projects that deliver from those that don’t? What separates AI projects that deliver from those that don’t? After working with teams across industries, I’ve noticed these patterns that consistently show up when AI initiatives actually succeed: 🎯 Begin with strategy and vision, not technology Before evaluating any AI solution, successful teams anchor… Continue reading What separates AI projects that deliver from those that don’t?

I’ve worked across federal agencies, nonprofits, startups, and commercial enterprises, and I see the same pattern everywhere:

I’ve worked across federal agencies, nonprofits, startups, and commercial enterprises, and I see the same pattern everywhere: Executives tell me they want AI. I’ve worked across federal agencies, nonprofits, startups, and commercial enterprises, and I see the same pattern everywhere: Executives tell me they want AI. But when I ask basic questions, the conversation stalls:… Continue reading I’ve worked across federal agencies, nonprofits, startups, and commercial enterprises, and I see the same pattern everywhere:

3-Part LinkedIn Series: “Starting AI with Strategy & Vision

📌 3-Part LinkedIn Series: “Starting AI with Strategy & Vision 🔥 Part 1 — Why AI Fails Before It Even Starts 📌 3-Part LinkedIn Series: “Starting AI with Strategy & Vision 🔥 Part 1 — Why AI Fails Before It Even Starts Most AI failures have nothing to do with models, data, or tools. They… Continue reading 3-Part LinkedIn Series: “Starting AI with Strategy & Vision

AI Isn’t a Silver Bullet — It’s a Force Multiplier

AI Isn’t a Silver Bullet — It’s a Force Multiplier AI Isn’t a Silver Bullet — It’s a Force Multiplier AI isn’t here to replace people. It’s here to reveal what people do best. The real challenge isn’t adopting AI—it’s adopting it responsibly and intelligently. That means creating space for every employee, not just one… Continue reading AI Isn’t a Silver Bullet — It’s a Force Multiplier

Reclaiming Control: What AI Security Can Learn from Self-Custody

Reclaiming Control: What AI Security Can Learn from Self-Custody Reclaiming Control: What AI Security Can Learn from Self-Custody Series: Is AWS Bedrock (and Others) Safe Enough for Your AI Project? – Part 3 of 3 In Part 1, I examined how Big Tech’s AI platforms are scaling rapidly and why this creates lock-in risks for… Continue reading Reclaiming Control: What AI Security Can Learn from Self-Custody

Short Insights

  AI Security Promises vs. Project Realities đź§  Series: Is AWS Bedrock (and Others) Safe Enough for Your AI Project? – Part 2 of 3 In Part 1, I talked about how Big Tech’s AI platforms are scaling fast—and how vendor lock-in creates hidden risks for project teams. Now let’s look at the other side… Continue reading Short Insights