use cases

AI at work, not in a demo.

Real systems with real users. Each one shows the business problem, where the AI sits in the workflow, and what keeps it in check.

Salon inventory with an AI assistant turning a Polish request into an order proposal

01beauty and barber retail

Agentic replenishment for a salon network

Salons order stock from HQ in plain language. An AI agent turns the request into a checked proposal, blocks duplicates and tracks every delivery. The salon side is a phone-first PWA with push notifications instead of native apps.

AI agentRAGPWAHuman approval

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No-code form designer with a component palette and a multi-step registration form

02regtech · client work

No-code forms for a regulated industry

A client-owned drag-and-drop platform for compliance forms. I contribute to product design and architecture as a contractor, and now to an MCP server that lets an AI agent draft forms for a person to review.

AngularOpenAPIMCPAI agent

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