Category: AI ROI & Business Use
Why A Diagnosis Is Needed Before We Build
When a process system underperforms, no competent engineer rips it out and installs a new one on a hunch. They instrument it, find where...
AI ROI for Engineering Firms: The Complete Business Case Guide
The Executive-Finance Squeeze: AI ROI Every week I talk with engineering managers and principals caught in the same squeeze: CEO wants AI because competitors...
The 8 Beliefs Keeping Engineering Firms Stuck on AI
Key Takeaways: Engineering firms are blocked by belief systems that do not respond to feature lists or vendor demos, and addressing those beliefs is...
The Efficiency Trap
Key Takeaways: UC Berkeley researchers found that AI did not free up workers’ time but instead intensified their workload, which means leaders must decide...
Why AI Integration Fails Without the Engineering Mindset (And the 3-Phase Fix)
Key Takeaways Only 27% of architecture, engineering, and construction (AEC) firms currently use AI, yet 94% of those who do plan to expand usage—creating...
You Don’t Have a Starting Point Problem
Key Takeaways: “I don’t know where to start” is the most common AI adoption blocker, and it masks a deeper fear of looking incompetent...
From Fortune 500 to Founder: The Band-Aid Decision Engineers Eventually Have to Make
I used to believe I could build a business the same way I built project plans. Nights. Weekends. Steady progress layered on top of...
Two Paths After Going Independent: Own Your Job or Build a Business That Runs Without You
Create your own job, or build a business that runs without you There are two broad pathways when going independent. Both can work. Both...
The Bridge Engineers Use to Move From W-2 to Consulting
At some point, the question stops being theoretical. Do I keep doing this half-in, half-out? Or do I rip the band-aid off, step off...
Keep It Simple: The Hidden Tax of Software Bloat
Your Tech Stack Is a Throughput Problem, Not a Tooling Problem Key Takeaways Software bloat is a throughput problem, not just an annoyance. Every...