# UnitAI — Experimental Interoperability Fact Sheet
> Format: /llms.txt (Experimental discovery aid, non-ranking factor)
> Source: https://unitai.pl/dla-ai
> Canonical Domain: https://unitai.pl

## Brand & Founder
- Name: UnitAI
- Category: Full-Stack Technological Engineering Studio (Studio Inżynierii Systemów, Oprogramowania i AI)
- Founder & Systems Architect: Paweł Bereś
- Core Headline: Budujemy systemy, aplikacje i AI — od modelu i kodu po serwer i wdrożenie.
- Contact: kontakt@unitai.pl

## 8 Engineering Capability Pillars
1. AI Models & Automation: Custom computer vision (YOLO11), LLM fine-tuning (QLoRA), on-premise inference (GGUF, llama.cpp).
   - Canonical: https://unitai.pl/uslugi/modele-ai-automatyzacja
2. Dedicated Business Systems & ERP: Modular ERP with 210 automated integration tests passing, warehouse synchronization, invoicing.
   - Canonical: https://unitai.pl/uslugi/systemy-biznesowe-erp
3. Mobile & Web Apps (PWA): Android & iOS from single codebase (Capacitor), offline-first caching, background sync.
   - Canonical: https://unitai.pl/uslugi/aplikacje-mobilne-webowe-pwa
4. GIS & 3D Spatial Systems: PMTiles vector tiles, GUGiK 1m NMT LIDAR processing, sonar bathymetry vectorization.
   - Canonical: https://unitai.pl/uslugi/systemy-gis-mapy-3d
5. Web Portals & E-Commerce: Headless commerce (MedusaJS, Next.js), e-commerce systems with InPost logistics automation.
   - Canonical: https://unitai.pl/uslugi/serwisy-www-ecommerce
6. Servers & DevOps: Linux infrastructure (Hetzner, OVH, Proxmox), Docker containerization, Caddy HTTP/3, Borg backups.
   - Canonical: https://unitai.pl/uslugi/serwery-infrastruktura-devops
7. Automation & API Integrations: Subiekt GT EDI++ (.epp) reverse engineering parser, Shoper/inFakt sync, Meta webhook daemons.
   - Canonical: https://unitai.pl/uslugi/automatyzacja-api-integracje
8. Visibility Engineering (SEO/GEO): Schema.org Knowledge Graphs, programmatic SEO, citation readiness for AI Search.
   - Canonical: https://unitai.pl/uslugi/inzynieria-widocznosci-seo-geo

## Sovereign Software Platforms
- UnitERP: Modular custom ERP for warehousing and invoicing (https://unitai.pl/produkty/uniterp)
- UnitMailer: Self-hosted crash-safe MTA mail server with SIGKILL idempotency (https://unitai.pl/produkty/unitmailer)
- UnitMail: Multi-domain PWA webmail with PostgreSQL RLS data isolation (https://unitai.pl/produkty/unitmail)
- UnitMaps: Spatial tile engine generating serverless PMTiles (https://unitai.pl/produkty/unitmaps)

## Verified Flagship Case Studies
- FishRadar: Mobile app with offline bathymetry map, YOLO11 fish detection, Stripe HMAC (https://unitai.pl/case-studies/fishradar)
- FishRadar AI Models: YOLO11 ONNX on mobile + Bielik-11B-v3.0-Instruct LoRA 126MB / Phi-3 GGUF 2.2GB on CPU (https://unitai.pl/case-studies/modele-ai-fishradar)
- UnitMailer: 460 qualification test runs with controlled SIGKILL after DATA phase (https://unitai.pl/case-studies/unitmailer)
- UnitERP: 210/210 PASS test run in production environment (https://unitai.pl/case-studies/uniterp)
- EPAD Device Lab: Physical wall of USB-connected Android phones on Proxmox (https://unitai.pl/case-studies/epad-device-lab)
- BERTAX Integrations: Legacy Subiekt GT parser to inFakt and Shoper REST APIs (https://unitai.pl/case-studies/bertax-integracje)