We turn AI from a buzzword into something that actually runs across your infrastructure. Built by engineers, for engineers — with no product to push.
You’re promised the world. You’re rarely told where to start, what’s realistic for the infrastructure you actually run, or whose advice you can trust.
Vendors, headlines, your board. None of them start with your systems, and none of them tell you what’s actually worth doing first.
Most “experts” are selling a platform. The recommendation always turns out to be the thing they happen to be paid to sell.
It’s mixed, it’s been added to for years, and some of it is past its prime. Off-the-shelf AI assumes a greenfield you don’t have.
The demo dazzles, then dies before production — because no one wired it into your real systems, your data, or your people.
Three stages, with AI woven through — on top of the infrastructure and network engineering we’d do anyway. Start with one, or take all three.
We look at your infrastructure, your workflows and your goals, then tell you straight: where AI and automation are worth it, where they aren’t, and what to do first. You leave with a prioritised plan you can act on — not a hype deck.
The concrete part: AI assistants that answer real questions about your infrastructure in plain English, AI-assisted changes that catch mistakes before they ship, and automation that turns alerts into action — wired into the monitoring, ticketing and tools you already run. Documentation and config that keep themselves current. Built to fit your setup, and able to run on infrastructure you control when the data is sensitive.
We train your team to run and extend it, with docs and runbooks they’ll actually use. Or, if you’d rather not, we run it for you. Your call — and reversible either way.
You don’t have to bet the whole estate to find out if this works. We earn the next step, one piece at a time.
A short call about your infrastructure and what’s pushing you toward AI. No pitch — if we don’t think it’s worth it yet, we’ll say so.
One focused piece that proves its value fast: no big upfront commitment, and nothing you can’t reverse.
What earns its place gets extended. What doesn’t gets dropped. You see results before you ever bet big.
No logos, no name-drops — just the work. A sample of what we’ve built and delivered across real infrastructure.
AI assistants and automation that put infrastructure knowledge a question away — and act on it, safely.
Designed and stood up self-hosted AI — capable models running on hardware the owner controls.
Moved live production infrastructure onto new platforms with the service staying up.
Replaced hand-built, one-off setups with automated, repeatable deployments.
Captured infrastructure and configuration as code — reviewable, repeatable, recoverable.
End-to-end visibility across infrastructure — the blind spots closed before they bite.
Proved failover and function actually work — before an incident does the testing for you.
Reviewed infrastructure and configuration for weaknesses, and closed the gaps.
Documentation that reflects reality — and keeps itself current as things change.
Plenty of people can talk about AI. Fewer have spent their career inside the infrastructure it’s meant to run on. You get both — and one person accountable for the result.
You deal directly with the person responsible for your project — no account managers, no being handed to a junior team. Where extra specialists are the right call, they’re brought in deliberately, and accountability stays in one place.
We build things that reach production and survive contact with a live environment. When something’s hype, you’ll hear it plainly.
Documented and transparent by default, so your team can own and extend it long after the engagement ends.
Plugs into your stack
Book a short call and tell us about your infrastructure. You’ll get an honest read on what’s realistic, where we’d start — and whether we’re the right fit. No pitch, no obligation.
For ISPs, operators & enterprise infrastructure teams · based in Sofia, Bulgaria, working across the EU