Digital Transformation Architect

Host **Dr. Darren** sits down with **Michael Chavira**, co-founder and managing partner of **Axiologic**, to unpack the real reasons **AI projects fail**. From AI governance and workflow redesign to training, adoption, and ROI, this conversation shows why successful **AI implementation** is rarely a plug-and-play solution—and why people, process, policy, and technology all have to move together. ## Key Takeaways - **AI amplifies existing systems**: If your workflows are broken, AI will usually make the problems bigger, not better. - **Start with AI maturity assessment**: Before buying tools, determine where your organization is actually ready for AI adoption. - **Fix the process first**: Many AI failures come from outdated workflows, poor training, and disconnected tools. - **Governance matters**: Clear AI policies, data protection rules, and shadow AI controls are essential for organizations. - **Pilot before scaling**: Choose one use case, prove value, and measure ROI before rolling AI out across the business. - **Use AI to support people, not replace thinking**: The best results come from practical, specialized AI tools that fit real work. ## Chapters - **00:00** Intro and the 95% AI failure problem - **01:40** Michael Cervera’s origin story - **05:10** Why AI projects struggle to deliver ROI - **09:30** People, process, policy, and technology - **13:05** Workflow problems and the JIRA example - **17:20** AI governance, shadow AI, and data leakage - **22:15** Choosing the right AI pilot - **26:10** Building vs. buying AI tools - **30:00** Vibe coding, prototypes, and operationalizing AI - **34:00** Dissertation research and what’s next - **37:10** How to connect with Michael and Axios Logic Solutions

What is Digital Transformation Architect?

Digital Transformation Architect is the canonical architecture podcast for leaders who need transformation decisions to last.

Hosted by Dr. Darren Pulsipher, the show applies the Open Digital Transformation Architecture (ODXA) to help organizations navigate digital change across people, process, and technology. Each episode focuses on architectural thinking—examining tradeoffs, dependencies, governance, and long-term impacts—so listeners can move beyond trends and tools toward durable outcomes.

Whether you’re a CIO, enterprise architect, policymaker, or transformation leader, Digital Transformation Architect provides a structured, domain-driven approach to designing transformation that aligns strategy, operations, and technology at scale.