We build and run our own AI products — and partner with a select few companies to build theirs. Led by a founder who has shipped and sold real products for 20+ years.
A hybrid model: we invest in our own AI products, and we take that same product discipline into a handful of partnerships.
We build and operate AI products end-to-end — and run them in production. We carry the risk, so we know exactly what it takes to ship and keep AI alive.
A few high-value partnerships at a time, end-to-end: product strategy → AI build → AWS operations. You work with the principals, start to finish.
Real systems with real users — each one stating exactly what the AI does.
A full applicant tracking system we built and run ourselves. AI works across the entire hiring lifecycle.
Hungarian speech, transcribed and summarised entirely on-device. Built for the public sector, where recordings never leave the building.
A fleet of production AI services — candidate screening, job parsing, structured evaluation — running on AWS with real SLAs, monitoring and cost control.
We start from the outcome and the P&L, not the model. AI is a means to revenue, never the pitch.
The simplest thing that works, in production, beats the clever thing in a slide deck.
Strategy → code → AWS operations. One team owns it from idea to uptime.
We design for compliance from day one — risk classification, transparency, human oversight.
EU data residency by default. Offline / on-prem when the data can't leave the room.
We size models and infra to the job. No idle GPUs, no runaway token bills.
Credibility through transparency — here's the actual stack behind the work above.
Serial product founder. Founded and exited a price-comparison marketplace (2004–2011), founded a CRM SaaS (2012), and is building an AI ATS. 20+ years turning products into revenue.
Leads partnerships and growth — translating product capability into the right few clients, and making sure each engagement actually moves the business.
You work with the principals — not a layer of juniors.
Tell us what you're trying to ship. If it's a fit, you'll talk to a principal within a week.