Welcome to LogiShift

AI automation works. I’ve seen what happens when you take repetitive, knowledge-intensive work off people’s plates. I did that for years in aerospace engineering, automating aircraft design processes. The principles are the same: find the real problem, understand the workflow, build something people will actually use. Your team gets hours back every week. The business gets faster.

Most growing businesses never get there though. Not because the technology doesn’t work, but because of how they end up approaching it.

Why most AI projects fail before they start

Someone reads an article, gets pitched by a vendor, hears a competitor is “doing something with AI.” The next question becomes “how do we implement this?” instead of “what problem are we actually solving?”

That’s backwards. And it’s why so many implementations end up as expensive shelf-ware: tools that technically work but nobody uses, because they weren’t built around a real problem.

Who’s building it matters

Large enterprises have dedicated AI teams. They can run experiments, fail cheaply, iterate. They also have the budget for big consulting firms and the cushion to absorb it when nothing comes of it.

Small and mid-sized businesses get the sales pitch instead. Vendors wearing consultant hats. Firms that built their practice around one platform and need clients to validate that bet. A “discovery process” that’s really just setup for the proposal they already wrote before walking in.

Money spent, nothing adopted, a team more skeptical of AI than before. Same pattern, over and over.

What I do instead

I’m Arthur Zamfir. I spent years at the German Aerospace Center building systems that took repetitive, judgment-heavy work off engineers’ plates. I’m not a consultant who writes reports about what you should do with AI. I’m an engineer who builds the thing.

LogiShift is how I do that for growing businesses, typically 5 to 100 people. You describe the problem, I scope it in a free call, then I build the automation. You pay when it works. No vendor relationships, no referral fees, no upsell.

If AI isn’t the right answer for your problem, I’ll tell you that too. If it does, I build it. No slide deck, no 60-page report.

One question before you do anything

Before you buy any tool or sign any contract, ask yourself:

What specific task, done the same way every week, is costing my team more time than it should?

“We spend an hour every morning pulling numbers from emails into a spreadsheet.” “Every client onboarding means recreating the same documents from scratch.” “We chase the same payment reminders every month.”

If you can answer that concretely, you have a real problem worth solving. And a working automation will pay for itself fast.

Got a process that eats up your team’s time? Tell me about it. The call is free, and you’ll walk away with a clear picture of what’s possible.