We build and modernize business-critical software for companies across Europe, the UK, and the US — from custom platforms and APIs to production-ready AI workflows.
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Production software and AI components engineered for long-term stability
LLM-based workflows, RAG pipelines, agentic workflows, AI agents
Civic-tech · V1ZIR · Enterprise AI Agent Platform
Custom software platforms, backend systems, and APIs
SYSCON · Avoltra · Contentful
Embedded teams, Multi-year product ownership
3+ year engagements · ongoing retainers
Select cases from 50+ successful deployments. Measurable outcomes delivered through our Problem → Solution → Result framework
Full WMS — React operator client, transactionally consistent backend, ERP-integrated. As a result - 18+ months in production.
Coming soon...Built a custom energy platform with real-time analytics, risk modules, and AI-assisted decision workflows. As a result - strategic procurement live in production with active B2B clients.
Coming soon...EU residency built-in, not certified as an afterthought.
Proven stability via 3+ year embedded partnerships.
Direct decisions with senior engineers, no management layers.
Scalable LLM and workflows live in high-stakes sectors.

We build, own, and run these products to validate the engineering methods we apply to client work.
AI-based detection and geolocation system. Built with Ukrainian defense partners. Civilian dual-use applications include border monitoring, critical infrastructure security, and search-and-rescue.
Production-grade AI in domains where failure carries real-world consequences.
Career-transition platform — international professionals entering the German job market. Mentoring, interview prep, role matching.
Full product ownership — architecture, research, operations, ongoing iteration.
Architecture decisions, AI integration patterns, technical lessons from active projects. Written by the team, not by marketing


