Insights & Thoughts
AI software consulting, rapid internal tool development, and on-site problem solving from Michigan.
Internal Dashboards & Admin Panels That Pay for Themselves
The best internal software doesn't need a business case deck to justify it. It saves your team hours in the first week. Here are the ones that tend to earn their keep fastest.
When to Hire an AI Software Consultant vs. a Dev Shop
Not every software problem needs a dev shop, and not every one needs a full-time hire. A quick way to think through which kind of help actually fits your situation.
What a Founding Engineer Delivers That an Agency Can't
Dev shops sell hours and headcount. A founding engineer sells the thing you actually wanted: working software that fixes the problem. Here's why that gap matters.
How I Build a Working Internal Tool Fast
Most businesses don't need a six-month engagement with a dev shop. They need someone who shows up, figures out the actual problem, and ships software that works. Here's how I run a build.
What Does a Fractional CTO Actually Do?
Many startup founders hear the term 'Fractional CTO' but aren't sure what it means or whether they need one. Let me break down exactly what a Fractional CTO does and when it makes sense for your startup.
5 Cybersecurity Tips for Ann Arbor Small Businesses
Cybersecurity isn't just for big corporations. Small businesses in Ann Arbor are increasingly targeted by cybercriminals who see them as easier targets with fewer security measures.