We build what others won’t
Trillion-parameter LLMs on a desk. Robots that talk through concrete. Software that catches defects the human eye misses. This is what we do.
13×
Defect rate reduction
1T
Parameter models, on-premise
40
Robots in Czech Army
15K+
Screenings per year
Private LLM Cluster: 1 Trillion Parameters, Zero Cloud
Some clients can’t send a single token to OpenAI. We built a 4-node Mac Studio cluster with Thunderbolt 5 RDMA that pools 1 TB of memory and runs Kimi K2, Qwen3, and MiniMax 2.5 at 28 tok/s — entirely on-premise, for a fraction of an Nvidia DGX price.
Quality Inspection Automation
Custom CNN on NVIDIA Jetson inspects 12,000 parts/day at 15 ms per frame. Defect escape rate dropped from 4% to 0.3% — a 13× improvement that paid for itself in 6 months.
Comms That Work Through Concrete
When one radio channel fails in a war zone, you need three more. We built a 4-layer hybrid system — 5G, MANET mesh, satellite, and SDR with anti-jamming — for the Orpheus-XR robot. TAČR funded, 40 units deployed.
AI Therapist That Remembers
Not another chatbot. This platform stores session history as vector embeddings, recalls context across months, and applies CBT/DBT techniques 24/7. Result: 25% fewer burnout sick days, €50K+ saved per 100 employees.
Prenatal Screening: 30 Minutes → 5
Automated T21/T18/T13 risk calculation replaced manual lookup tables and paper forms. Now processing 15,000+ screenings/year across 5 hospital networks with zero calculation errors.
Telemedicine That Cut No-Shows by 40%
WebRTC video with TURN fallback, real-time WebSocket messaging, and multi-clinic scheduling — unified into one platform. Patients save 2 hours per visit; clinics save the revenue they used to lose to empty chairs.
GDPR Email Where Mailchimp Can’t Go
Healthcare data can’t touch US servers. We built a fully EU-hosted bulk email system with patient segmentation, consent tracking, and audit trails — replacing 3 separate tools in 4 weeks.
AI That Reads the X-Ray for You
Other cleanup tools show a file list and pray. Ours runs every item through Claude or Ollama and tells you exactly what it is, whether it’s safe, and why. 8 modules, native SwiftUI, zero Electron bloat.
Your project could be next
We don’t do templates. Every project starts with understanding the constraint that makes yours hard. Tell us what’s keeping you up at night.