Vstorm
Vstorm is an agentic AI engineering company based in Wrocław, Poland. It builds production AI agents, RAG and LLM systems, with 30+ production deployments, and hands them over so the client team owns and runs them.
At a Glance
- Mid-market companies and focused 'Small Giants'
- Enterprise operations and transformation leaders
- Healthcare and health-tech
- Manufacturing and industrial companies
- +5 more
AI Tools by Vstorm
(2)
Pydantic Deep Agents
Python Agent Framework and CLI
AgenticOS
Open Source AI Agent Platform
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Latest News
Published a step-by-step guide to process mapping for agentic AI, covering workflow selection, measurement, readiness and go/no-go KPIs.
Published AgenticOS as Vstorm's open-source, self-hosted destination for running a company's agents with shared context, tools, permissions and budgets.
Added Monty, Pydantic's lightweight Rust Python interpreter, as a secure lightweight code-execution tier in the Full-Stack AI Agent Template.
Announced a formal partnership with Pydantic, making Vstorm a primary agentic AI transformation partner and ambassador for EU and UK organizations building with the Pydantic stack.
Products & Services
Engineering single- and multi-agent systems for production in the client’s environment, with handover to the client team.
Retrieval-augmented generation systems built around client data, with grounding, evaluation and guardrails.
Senior agent engineers embedded in the client’s team and codebase until its engineers can operate, maintain and extend the systems.
Typed, testable agents built on Pydantic AI, with code, schemas, evaluations and operational runbooks handed over to the client.
Market Position
Vstorm specializes in production AI agents, RAG and LLM systems that run in the client’s environment. Its approach combines single- and multi-agent engineering, Pydantic AI expertise, embedded Forward Deployed Engineering, evaluation and operational handover. Vstorm reports 30+ production deployments and emphasizes that client teams own, run and extend the resulting systems.
Leadership
Founders
Antoni Kozelski
Serial technology entrepreneur, business angel and strategic advisor; has led Vstorm strategically and operationally since 2017.
Bartosz Gonczarek
PhD in economics and EY Entrepreneur of the Year 2018 finalist; co-founded Explain Everything, acquired by Promethean, and supported the growth of Alphamoon, acquired by Box.com.
Executive Team
Antoni Kozelski
CEO & Co-founder
Serial tech entrepreneur, business angel and strategic advisor; has led Vstorm strategically and operationally since 2017.
Bartosz Gonczarek
Vice President & Co-founder; Chief Transformation Officer
PhD in economics; co-founded Explain Everything and supported Alphamoon's growth.
Board of Directors
Founding Story
Vstorm says it was created in 2017 to build working production systems for companies rather than research demos. Its early work focused on natural-language processing, data engineering and machine learning; it later made production LLM systems and agentic AI the core practice. The initial vision was production AI that companies own, rather than isolated tools or vendor-dependent experiments.
Business Model
Revenue Model
B2B professional services covering AI agent development, RAG engineering, Forward Deployed Engineering and Pydantic AI development, alongside an AI readiness assessment. Vstorm builds systems in the client’s environment and hands them over so the client team can own, operate and extend them. Engineering engagement pricing is discussed with Vstorm.
Target Markets
- Mid-market companies and focused 'Small Giants'
- Enterprise operations and transformation leaders
- Healthcare and health-tech
- Manufacturing and industrial companies
- Engineering software and print-on-demand/e-commerce
- Financial services, investment and asset management
- Customer support and order completion for e-commerce and print-on-demand
- Healthcare triage, patient scheduling, prior authorization, claims and revenue-cycle operations
- Manufacturing production scheduling, procurement, maintenance and back-office operations
- Engineering workflow generation and automation
- Construction document processing and cost estimation
- Real-estate due diligence and document analysis
- Mercedes-Benz
- Intel
- Tetra Pak
- Mixam