Insights

This is where I write about what I’m exploring, from architecture patterns and workflow design to the common mistakes I see early-stage teams make. These posts are written for founders, engineers, and anyone building something real. No buzzwords. No fluff. Just practical insight from the trenches.

A year ago, Johnson Precision Manufacturing had never touched AI.Paper-based. Legacy systems. No internal tech team. Their CFO said what

Startups run lean. Most days, we’re just trying to ship, stay focused, and stretch every dollar. So it’s understandable that

Most AI pilots don’t fail because the tech doesn’t work. They stall because they’re disconnected, from strategy, from systems, from

I used to think sustainability was something you add once the core product works and the team has bandwidth. But

AI has huge potential, but potential doesn’t always translate cleanly to boardroom metrics. One of the toughest gaps I’ve seen

In 2025, sustainability isn’t just expected, it’s increasingly core to how early-stage companies grow responsibly. We’re seeing more data to

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