Technical-commercial operator

I design systems that turn complex digital operations into measurable growth.

Business problem → system design → execution model → measurable leverage. I decide what should be built, build the critical parts myself, and lead the people around the rest.

Currently Head of Digital & Product at a premium commerce brand - four-person team, six market configurations, four languages.

  • AI systems
  • Commerce infrastructure
  • Commercial intelligence
  • Digital transformation

Evidence before adjectives

Four numbers from the recent work. Context included, because numbers without context are marketing.

+52.8% Net revenue

~5 months on the new platform (Mar-Aug 2026) vs. 12 months of legacy-shop revenue in 2025.

220+ h Manual production avoided

Metadata across four languages, automated after calibration. Human baseline ~7 min per entity.

+371% YoY ROAS improvement

After the paid-growth operating model was rebuilt with a specialist partner.

2.1% Full-year forecast variance

Local forecasting application vs. actual generated net revenue.

Selected work

Four transformations · 2022 - 2026

One portfolio, shared systems

Work ↔ Systems

The projects are not isolated. Systems built for one transformation hardened into infrastructure for the next - the same performance intelligence serves AI Operations and Performance & Growth; the same metadata and semantic systems serve AI Operations and the commerce platform.

Operating principle

AI should remove repetitive cognition before it removes human judgment.

That principle shows up as permission boundaries, calibration runs and deliberate human checkpoints across the AI work - and as documentation, delegation and cross-training across the leadership work. The same discipline, applied to machines and to teams: reduce key-person dependency, whether the key person is a specialist or a model.

The same discipline built the function it runs on: one person to four specialists plus an apprentice, ~47 documented SOPs, cross-trained responsibilities. How the work compounded →

Notes - how I think

All notes →

Contact

Open to roles in AI operations, technical product and commerce infrastructure.

Remote across the EU, or Vienna and Hamburg. Also happy to talk about agent governance, model evaluation or commerce architecture with no agenda attached.

markoxtomic@gmail.com · LinkedIn