Skip to content

Agent Driven Development

  • Contact
  • Start Here: Your Guide to AI-Native Development

Business ROI

Measuring and maximizing return on AI investments

The 2028 Problem You’re Creating in 2025

December 23, 2025November 27, 2025 by Norman

Your 2025 AI decisions shape your 2028 reality. Learn why waiting for clarity is the riskiest strategy and how to build for capabilities that don’t exist yet.

Categories Business ROI, CxO, Industry & Business, Leadership

If Your Vendor Doesn’t Ask These Three Questions Before the Demo, Politely Ask for a Field CTO Who Will

December 23, 2025November 26, 2025 by Norman

Before your next AI vendor demo, make sure they ask these 3 critical questions. If they don’t, you’re getting a performance, not a partnership.

Categories Best Practices, Business ROI, CxO, Director, Tools & Technologies

If You Want to Measure Macro Results, Answer These 3 Questions Before AI Touches Your SDLC

December 23, 2025November 26, 2025 by Norman

Measure AI impact at the macro level by answering three critical questions before implementation: what you’re solving, how you’ll measure it, and who owns results.

Categories AI Implementation, Business ROI, CxO, Director, Frameworks

Waste Density vs Value Density: Managing the Emotions of Your Board with Real Economics

December 23, 2025November 9, 2025 by Norman

Learn to communicate AI value to your board using waste density vs. value density. Move beyond emotional arguments to real economics.

Categories Business ROI, CxO, Industry & Business, Leadership

Hello New CTO : Your Loan Engine Cost More than Giving Billionaires Free Cars

December 23, 2025October 17, 2025 by Norman

New CTO reality check: Your legacy systems cost more than you think. A frank analysis of technical debt and the business case for AI modernization.

Categories Business ROI, CxO, Implementation Stories, Leadership

The Bottlenecked CEO: You Don’t Need New Metrics to Quantify AI Value. You Need the Courage to Eliminate the Silos That Make Measurement Impossible.

December 23, 2025October 15, 2025 by Norman

A CEO watches a startup take 10 percent of his market in 8 months. The problem is not metrics. It is the silos that make measuring AI value impossible. A story about organizational courage.

Categories Business ROI, CxO, Governance, Leadership

Your AI Investment Is Failing. Here’s Why.

December 23, 2025October 10, 2025 by Norman

Most enterprise AI investments are failing. Here’s the real reason: you’re measuring tools, not outcomes. Learn how to fix your approach.

Categories AI Implementation, Business ROI, CxO, Director, Leadership

💬 Join Our Community

Connect with AI-SDLC enthusiasts

Join Discord →
⚖️

Independent Voices

Content represents the personal views of individual contributors.

Community platform - not Agent Driven Development LLC.

  • Blog
  • Contact
  • Home
  • Innovation
  • Privacy Policy
  • Start Here: Your Guide to AI-Native Development
  • Terms of Use
© 2026 Agent Driven Development • Built with GeneratePress