Vstorm
Vstorm is an applied agentic-AI engineering consultancy for mid-market companies. It takes real workflows from strategy through production-grade agent systems that the client team owns, using its TriStorm methodology.
At a Glance
- Mid-market challenger companies and upper-mid-market organizations
- Enterprise operations and transformation leaders
- Manufacturing and engineering software
- Healthcare and regulated/high-stakes industries
- +3 more
AI Tools by Vstorm
(1)
AgenticOS
Open Source AI Agent Platform
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Latest News
Published “Single agent vs multi-agent systems: when one agent is not enough,” explaining when Vstorm uses single, multi-agent and hybrid agent-graph architectures.
Published “Is higher accuracy always the goal?”, a RAG and evaluation discussion arguing that accuracy metrics need operational context.
Published its analysis of Pydantic AI v2, highlighting the capability primitive and Vstorm's endorsed open-source capabilities.
Announced the formal Vstorm–Pydantic partnership, with Vstorm as implementation partner and ambassador for EU and UK organizations.
Products & Services
Self-hosted, Apache-2.0 open-source operating layer for building, running and governing company AI agents. It combines agent skills and context, MCP server discovery, scheduled/triggered automations, budgets, audit trails, channels and an API on a company's own Postgres, Redis and Docker infrastructure.
A 4–8 week entry package covering workshops, operational diagnosis, readiness analysis, KPIs, prioritization and an architecture blueprint.
A monthly engineering engagement covering agentic architecture, workflow design, engineering, testing and deployment inside the client's environment.
A 3+ month end-to-end program combining strategy and engineering, with embedded manager, tech lead and engineers, production delivery and handover.
Market Position
Vstorm positions itself as an engineering-led agentic-AI implementation partner rather than a general software agency, strategy-only consultancy or RPA integrator. Its differentiation is taking complex workflows into production through TriStorm, combining advisory and build work, emphasizing client ownership, and contributing open-source tooling; AgenticOS adds a self-hosted alternative to hosted agent platforms and framework-only libraries.
Leadership
Founders
Antoni Kozelski
Serial technology entrepreneur, business angel and strategic advisor; CEO and co-founder of Vstorm. He co-founded Explain Everything (acquired by Promethean) and supported the growth of Alphamoon (acquired by Box.com).
Bartosz Gonczarek
Vice President and co-founder; PhD in economics and EY Entrepreneur of the Year 2018 finalist. He 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 technology entrepreneur, business angel and strategic advisor; has led Vstorm strategically and operationally since 2017.
Bartosz Gonczarek
Vice President & Co-founder
PhD in economics, EY Entrepreneur of the Year 2018 finalist; co-founded Explain Everything and supported Alphamoon's growth.
Board of Directors
Founding Story
Vstorm says it was created in 2017, before the current agentic-AI label, after recognizing that natural-language processing, data engineering and machine learning could transform how mid-market businesses operate. Its initial vision was to specialize in production AI that companies own, rather than demos or shelfware; the company later evolved that focus into agentic AI and the TriStorm approach.
Business Model
Revenue Model
B2B consulting and engineering engagements: fixed-duration transformation advisory, monthly agentic engineering and multi-month end-to-end transformation programs. Vstorm also sells specialist implementation services around RAG, agents, LLM software, LLMOps, chatbots and Pydantic AI. AgenticOS is open-source and self-hosted rather than presented as a metered SaaS product.
Pricing Tiers
4–8 weeks; workshops, diagnosis, readiness, KPIs and architecture blueprint.
Monthly; architecture, workflow design, engineering, testing and deployment.
3+ months; end-to-end strategy, embedded delivery, production and handover.
Target Markets
- Mid-market challenger companies and upper-mid-market organizations
- Enterprise operations and transformation leaders
- Manufacturing and engineering software
- Healthcare and regulated/high-stakes industries
- Media and investigative journalism
- Print-on-demand and ecommerce operations
- Cross-department operational workflows that resist simple RPA or Zapier automation
- Engineering workflow generation and automation
- Print-on-demand order recommendation and completion
- Healthcare clinical-triage knowledge retrieval and guideline execution
- Multilingual journalist-training support and knowledge-base chatbots
- Document-grounded RAG, text-to-SQL and enterprise knowledge work
- Mercedes-Benz
- Intel
- Tetra Pak
- Synera