RAG specialist · Regulated Industries

The only solopreneur with a full RAG stack for regulated industries

I design and deploy AI systems where errors are costly. Insurance, fintech, legal — with full audit trail and regulatory compliance.

20+
years
50+
clients
200+
workshops
15+
companies

AI for industries where mistakes are costly

Regulation-compliant AI deployments — full audit trail, human verification, data isolation. The only such specialization in the Polish solo AI consulting segment.

Insurance

Policy verification, fraud detection, KNF compliance. RAG systems with full AI decision audit trail.

Fintech

AML, PSD2/GDPR regulations, AI decision audit trail. Architecture compliant with regulatory requirements.

Legal

Contract analysis, due diligence, data confidentiality. On-premise or private cloud for sensitive documents.

Vstorm and Stepwise don't specialize in regulated industries. That's our edge.

Match the service to your project stage

AI CHATBOT ON DOCUMENTS

Chatbot on your data — deployed in 2–4 weeks

from €1,600

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REGULATED INDUSTRY AI

Compliance-first AI for insurance, fintech & healthcare

from €5,000

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AGENTIC ENGINEERING

Team Workshops — Greenfield & Brownfield

from €1,400 (up to 20 devs, €70/dev)

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WORKFLOW AUTOMATION

n8n / Make / Zapier — from idea to production

from €600

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PRODUCTION RAG

From prototype to production-grade

from €2,400

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LLMOPS / AI MONITORING

Monitoring, costs, quality — monthly retainer

from €600/mo

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Maksymilian Małecki

About Me

Tech Lead at Insly, leading an 11-engineer team building AI-powered insurance software for European markets. 20 years of production engineering — from Symfony to Go to RAG. I don't just talk about AI; I ship it under real compliance constraints.

DDD Expert Eskadra Bielika Trainer Data Engineering Specialist Event Storming Certified

Start with a free consultation

30 minutes. Concrete assessment of your AI project.

Book a consultation