The work keeps moving. The team stops watching.
I design, build, and govern AI automations for operators. One engineer accountable from diagnosis to deployment.
“What changed isn't the leads. It's that they get answered. The mornings stopped being a triage.”
“I stopped checking my phone first thing. The system already did the work nobody wanted to do.”
“Operations went from being the thing that broke first to being the thing nobody notices anymore.”
“We cut 4 hours per day off the front desk's manual work. Same staff, more guest time. Quietest deployment we've had.”
“He doesn't sell features. He sells results. I told him my problem and 6 weeks later it was gone.”
“The system runs 24/7. I haven't thought about it in months. That's the actual win, not the dashboards.”
How I work
Four stages. One accountable engineer. No agency layer.
Diagnose
I map every point in your operation where revenue depends on someone paying attention. Then I quantify what each leak costs in lost revenue per week.
Build
I ship the systems that decide, route, and act on the points your team can't watch all day. Integrated with your stack. Audited before launch.
Govern
Guardrails, monitoring, and review loops so the system behaves the same way every time, without supervision. One owner. Me.
Scale
New systems added as the business expands. Same accountability. No agency handoff, no junior layer, no surprise.
Connects to what you already use
No new tools to learn. No replacement of your stack.
The systems I build plug into the apps your team already lives in. CRMs, inboxes, spreadsheets, comms. Your stack stays. The work just stops needing supervision.
Real client · real numbers
A real estate brokerage stopped losing leads overnight.
The problem
40% of leads lost between 11pm and 7am.
Property listings posted overnight had no one to respond. By 9am Lisbon time, competing brokerages had already replied. Same leads, faster reply, lost deals.
The solution
A system that doesn't sleep.
Pulls listings from 8 portals every 10 minutes. Scores against the team's criteria. Drafts a first-touch reply for the top 30%. Inbox opens at 8am with the day already triaged.
The return
+47% conversion. Zero new hires.
Lead-to-viewing conversion is up 47% across the past six months. The night shift role no longer exists. Same team, same CRM, more revenue.
“We finally moved past spreadsheets and morning chaos. Now the day starts already moving.”
What clients say
The systems don't make noise. The results do.
“What changed isn't the leads. It's that they get answered. The mornings stopped being a triage.”
“I stopped checking my phone first thing. The system already did the work nobody wanted to do.”
“Operations went from being the thing that broke first to being the thing nobody notices anymore.”
“We cut 4 hours per day off the front desk's manual work. Same staff, more guest time. Quietest deployment we've had.”
“He doesn't sell features. He sells results. I told him my problem and 6 weeks later it was gone.”
“The system runs 24/7. I haven't thought about it in months. That's the actual win, not the dashboards.”
Who you're working with
I help businesses with 100% custom AI systems that put your business ahead of the competition.
I've been working with AI and automations since early 2024. In 2025, I joined Nuvieo as an AI Engineer, shipping production systems used daily by real operators.
Today I work directly with founders and operators across Europe and the US. The systems I deliver are scoped tight, shipped in weeks, and built to run without supervision.
Based in Portugal. Working with clients globally.
FAQ
Honest answers, before the call.
How much does this cost?
Pricing is scoped to the engagement. After our first call, you receive an exact proposal within 48 hours. I avoid quoting ranges on the website because they don't help you decide if you can't see what's actually involved.
My industry isn't in your case studies. Does this work for me?
Probably yes. The pattern is operational, not sectoral. If your team is losing time and money to attention bottlenecks, the playbook ports across. If your operation is exotic enough that I'm the wrong fit, I'll tell you on the call and refer you elsewhere.
What if it breaks after you leave?
I don't leave. Governance is part of every engagement. If the system goes down, slows, or behaves badly, it's a message to me. Not a ticket queue.
Do you train my team or stay forever?
Both options exist. Most clients keep me on a small retainer indefinitely because it's cheaper than hiring a senior engineer. Some prefer full training and handover. We decide together.
What kind of businesses do you NOT work with?
Businesses without clear operational pain. Businesses chasing AI as a marketing line. Companies under 5 people. Pre-revenue startups. If that's you, I'll say no on the call and we both save time.
How fast can you start?
Diagnose engagements begin shortly after the strategy call. Build slots are booked in advance. Exact dates land in the proposal.
Apply for a strategy call
Ready to stop watching?
Tell me about your operation. I reply within 48 hours.
Or email me directly at svartzmateus@gmail.com