MCLARN.
Insights

Notes on AI, systems, and software delivery

SEO for Small Business Sites: What Actually Moves the Needle

Most small business SEO advice is either outdated, irrelevant to your size, or a pitch for a retainer. Here's what's actually worth doing.

How Much Does Custom Software Actually Cost?

It's the first question every prospective client asks, and the honest answer is never a single number. Here's what actually drives it.

What Your Data Needs to Look Like Before AI Can Use It

The AI project that fails almost never fails because of the model. It fails because of what the model was pointed at.

Why Your Website Is Slow, and What It's Actually Costing You

A slow website isn't just an inconvenience — it's a leak in the top of your funnel that most businesses never measure.

Buy vs. Build: When Off-the-Shelf Software Almost Fits

SaaS tools solve 80% of most problems for a fraction of the cost. This is about the other 20%, and when it's worth paying to close that gap.

The Difference Between a Chatbot and Real AI Automation

Not every AI feature is automation, and not every automation needs a chat window. Here's how to tell the difference — and why it matters for ROI.

How We Scope a Project Before Writing a Line of Code

The projects that go sideways almost always skipped this step. Here's what actually happens before we write a proposal, let alone code.

Why LLM Integration Is the Next Competitive Edge for SMEs

The businesses pulling ahead right now aren't the ones with a chatbot — they're the ones who wired AI into a workflow that was actually slow.

Choosing the Right Tech Stack for Your Project (and Why We Don't Pick One)

We work across Django, FastAPI, Laravel, Next.js, Angular, .NET, and React Native on purpose — here's how we decide which one fits.

From Spreadsheets to Systems: When It's Time to Build a Management Platform

Spreadsheets are a great prototype for a business process. They're a bad place for that process to live permanently.