Blog.

Open-weight models have almost caught up with the closed ones, so running your own must be the obvious move by now. It sounds so reasonable that few people check it. What happens when you actually run the numbers?They come out badly for most companies. Against frontier APIs, self-hosting starts w...

Building AI infrastructure for your company means stacking four separate management decisions on top of each other: are you building a system that talks to your data, an autonomous agent that carries out tasks, a way to connect your existing systems together, or a decision about running models on...

Writing proposals, chasing follow-ups, and updating the CRM eats a rep's week. Here's how AI speeds it up, and a real legal risk worth knowing about.

You know what n8n is, but how do you actually build with it? 5 concrete, step-by-step scenarios for invoicing, WhatsApp, CRM sync, and stock alerts.

There's probably at least one process in your business that still runs like this: someone opens a spreadsheet every morning, keys in data by hand, double-checks a formula, then pastes the result into an email. If that takes more than three hours a week and repeats the same steps every time, you'r...

You don't need to rip out your ERP to add AI. A Turkey market case study on API access, integration reality, and honest cost, with lessons for any legacy system.