AI Transformation Roadmaps
Prioritize use cases, operating model changes, governance, and value measurement around real business outcomes.
Chuck DeVries ยท Chief Technology Troublemaker
From AI-using to AI-native.
I help leaders rebuild how work, people, governance, and value actually flow, not just add AI tools.
30 yearshands-on technology leadership
750+ engineersled as CTO / SVP Technology at enterprise scale
Gartner-citedon human-centered GenAI strategy
Operator, not punditbuilds the models, tools, and teams
The work
Stop automating the old company. Build the AI-native one.
Most leaders are bolting AI onto a company designed for a pre-AI world. The pilots succeed and the business metrics do not move. That gap is not a technology problem. It is an operating-model problem: how work, people, governance, and value flow was drawn before any of this existed. The fix is to rebuild those four flows so the organization runs as an AI-native one, not a faster version of the old one.
See where your organization actually standsAdvisory
From AI ambition to accountable execution.
Senior technology judgment for organizations facing AI transformation, platform decisions, growth pressure, or board-level questions.
Chuck DeVries, former CTO / SVP Technology who led 750+ engineers, now advising leaders on AI-native operating models as the Chief Technology Troublemaker.
Fractional CTO Advisory
Board-level technology leadership for companies that need senior judgment before a full-time executive hire makes sense.
Executive AI Literacy
Clear, practical sessions that help leaders separate durable signal from tool churn, hype, and fear.
ChuckChat
Two channels. One point of view.
Use chuck.chat as the short route to ChuckChatChannel on YouTube, with this site acting as the durable archive for episode notes, companion articles, and resources.
Weekly Signal
News and Notes
Timely AI, technology, science, healthcare, and future-trend stories with the connective tissue leaders need.
Deep Dives
BrainCandy
Longer explanations of the people, papers, histories, and ideas that make AI and technology make more sense.
Latest From ChuckChat
YouTube channel
Aug 5, 2026
The Job Apocalypse Is Late. The Ladder Broke Anyway. | ChuckChat BrainCandy
Aug 3, 2026
1,300 AI Insiders Just Asked Washington for a Brake | ChuckChat
Jul 27, 2026
AI Escaped the Sandbox. Stripe Bid $10B to route AI calls. Normal Week. | ChuckChat
Jul 20, 2026
AI's Free Budget Ride Is Over | AI Agents Are Deleting Files Nobody Told Them To Touch | ChuckChat
Publishing
Articles, notes, and resources that compound.
The Reinforcement Loop of Work
Why AI transformation is an operating system problem, not a technology problem.
Launch articleThis Week's Signal
A clean archive path for weekly ChuckChat research, episode notes, and source links.
Episode archiveAI Readiness Checklist
A 5-minute self-assessment for seeing whether AI is changing how work happens or just making the old company faster.
Start with the checklistTroublemaker Lab
A growing ecosystem for learning together.
Troublemaker Lab is the future home for focused groups learning out loud together: exploring important topics, making sense in public, and turning curiosity into shared capability.
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troublemakerlab.com
Experiments, cohorts, demos, tools, and practical learning programs can live here as the community takes shape.
Apply to join the community