Give me a business problem. I'll get it solved — myself, or through a team.
I build and ship real products with AI agents — mobile apps, back-offices, agent-to-agent pipelines — on top of 20+ years of running product and operations.
- 500+
- B2B clients at BearPass
- 7
- AI systems in production
- 2×
- revenue growth in a year
- 20+
- years in product & operations
AI systems running in production
Not experiments: real systems that customers and teams use every day. I designed them and shipped them with AI agents.
Agent to agent: marketing that briefs its own developer
A multi-agent marketing system sets tasks for an AI development system that builds the website — no human in the loop.
Read the case →BearPassBearPass mobile apps for iOS and Android
Native mobile apps for a corporate password manager, shipped to both stores with AI doing the engineering.
Read the case →BearPassDiscovery: from idea to spec, with docs that update themselves
An AI discovery system turns a raw product idea into a ready spec, and keeps the documentation current as the product changes.
Read the case →BearPassSupport and licensing back-office
An internal back-office for support and license management, built with AI instead of a dedicated dev team.
Read the case →Also in production
Redash dashboards
Product and revenue dashboards built and maintained with AI. TODO: one line about what they answer.
AI-first website development
The marketing site is developed by an AI system end to end. TODO: merge into the agents case or describe separately.
Product person, operator, builder
TODO: 2–3 warm paragraphs. 22 years of running an IT services company taught me how teams, budgets and clients actually work. Product leadership at BearPass taught me to win a market with a small team. AI lets me do both at once — and ship things myself when that's the fastest way.
Product case studies
BearPass: reaching feature parity with the market leader with 8 engineers
From feature parity with the leader to won tenders, 500+ clients and 2× revenue — with a request portal that drives retention without telemetry.
Read the case →PartystationPartystation v2.0: redesign as a discovery process
Churn cliff → customer development → benchmarks → RICE → North Star → validation as a decision gate.
Read the case →A story from 22 years in IT services
Coming soon.
Where I've been
- 2022 — nowBearPass
CPO / Director of Product. Corporate password manager, 500+ clients.
- 2022 — Aug 2026Partystation
Co-founder / CTO, then Director of Product.
- 2004 — 2025SVK.Digital
From junior to co-owner and COO of an IT services company (~30–40 people).
- TODOMIET
TODO: degree.