We build and modernize business-critical software - 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
Modernize without disrupting your business.
Custom software platforms, backend systems, and APIs
SYSCON · Avoltra · Contentful
Select cases from 50+ successful deployments. Measurable outcomes delivered through our Problem → Solution → Result framework
Deterministic RAG architectures for strict regulatory environments. We build secure AI workflows with near-zero latency and GDPR compliance by design.
Read case →Automated multi-institution KYC/AML workflows and real-time merchant portals, reducing onboarding time by 87% and accelerating time-to-revenue.
Read case →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
Engineers, designers and delivery managers building production-grade software together since 2018.