Operator, teacher and investor.

Agentic AI, shipped — not presented. I run end-to-end transformations for mid-market companies; the team I lead at Vstorm builds them. I write and teach from that work. On the side, I back B2B agentic AI founders with my own capital.

Field Dispatches: new essays from live work

See how I work →
Recognised by
Forbes Polska 30 przed 30 Deloitte Technology Fast 50 CE 2024 Vstorm, #14 333% growth Forbes Technology Council Member Agentic AI Foundation Member and contributor via Vstorm, Silver Member
Portrait of Antoni Kozelski, operator and CEO of Vstorm
Antoni Kozelski
Operators

Market leaders I have shipped with.

Print, semiconductors, cars, clinical triage — operators who already run their category. The delivery sits with Vstorm; the engagement sits with me.

WeDo Solutions
Cognitive cities, Saudi Arabia
Intel
Semiconductors, Global
Mercedes-Benz
Automotive, Global
Hawaiiana
Association management, Hawaii
Schmitt-Thompson
Clinical triage, US
Mung Investment
Investment firm, Saudi Arabia
Mixam
Print on demand, UK, US, EU
Synera
Engineering automation, Germany
Proof

Shipped, not pitched.

Mid-market transformations I ran end-to-end — I own the engagement; Vstorm engineers ship the build. Numbers below come from production, not a pilot deck.

30+
Production deployments Through Vstorm, in production.
2017
Shipping AI since Vstorm founded; still running it.
Europe, US, Canada, Saudi Arabia
Delivery footprint Named markets on the company record.
Synera text-to-workflow agentic platform
Engineering software
2 hrs → 3 min
to generate a validated workflow
Read case study
Schmitt-Thompson clinical triage agentic RAG
Clinical triage
44% → 98%
accuracy on an open 50-scenario clinical triage benchmark
Full write-ups on vstorm.co ↗
The offer

For mid-market leaders who want agentic AI in production — not in a deck.

A handful of mid-market companies each year. I run the engagement; the senior team at Vstorm builds. One operator accountable, one outcome in production.

01 CONSULTING

Opportunity audit & roadmap.

Where agentic AI moves the P&L — scoped, sized, sequenced.
2–4 weeks
02 SOLO AGENT

First agent in production.

One workflow, one outcome. Shipped with guardrails, not a demo.
4–8 weeks
03 MULTI-AGENT

Agents that work together.

Orchestrated systems across teams — handoffs, memory, oversight.
8–12 weeks
04 AGENTIC OS

Your company on agents.

Platform-level rollout. Company-wide enablement. Durable capability.
Ongoing
See the full offer →
The story

Small companies, doing extraordinary things.

Small giants — boutique, intentional, senior-led — are the companies I care about. Vstorm is the one I co-founded and still run. Agentic AI is the best tool I have found for helping others grow the same way without bloating headcount.

Read the full story →
Antoni Kozelski as a child, sitting on a sofa with a laptop
That's me in 2000.
What I back

Agentic AI. B2B product, B2B service, or D2D infra.

Small checks, fast decisions, and real operator help beyond the capital. I invest in one field — the field I work in every day.

See the investing thesis →
Antoni Kozelski, studio portrait
On stage

Five topics. Operators in the room — stories from the work.

  • 01Agentic AI→
  • 02Entrepreneurship→
  • 03Strategy→
  • 04GTM→
  • 05Personal energy→
Invite me to speak →
Antoni Kozelski on stage at Deloitte Technology Fast 50
Writing

Latest essays from the work.

Essay, 21 min read

The Ostrich Problem

Nine structural problems across consulting, outsourcing and agentic AI transformation, drawn from hundreds of meetings with mid-market and enterprise companies.

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Essay, 4 min read

The $500K deck trap

Why mid-market AI transformations stall at the deck, and the four decisions that separate teams who ship production agents from teams still circulating a PDF.

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Essay, 3 min read

Shipping agents in 6 weeks

The exact four-phase cadence we use for mid-market agentic AI transformations — and an honest breakdown of where the time goes.

Read essay →
All essays →
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