From the team at Serpro.
Technical writing, engineering perspectives, and practical guides from our team.
Why AI Programs Fail
AI programs fail for exactly the same reasons Agile transformations failed a decade ago. The failure signatures are identical - and so are the fixes.
Loop Engineering Was Already Here. We Just Called It Something Else.
Agile coaches and control systems engineers have practised loop engineering for decades. Here is why AI teams are only now catching up.
Implementing AI in the Enterprise: Where to Start and What to Ignore
Most enterprise AI projects fail before they create value. Not because the technology is immature, but because companies start in the wrong place.
Most of the AI You're Adding Makes Your Product Worse
Teams are bolting language models onto everything. A lot of it is making the product slower, more confusing, and more expensive to run, while the actual useful AI sits ignored. Here is how to tell the difference.
Building Sovereign Software: What It Means in 2026
Most software vendors sell you tools you can never fully own. Here is why ownership of your stack is the most strategic decision a company can make.
What Owning Your Software Actually Costs You in 2026
Everyone says own your stack. Nobody talks about the operational bill that comes with it. Here is where ownership pays off and where it quietly drains a small team.