# 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

## Urgent Service: PHP Security Updates (October 2026)
- PHP update and repair after CVE-2026-109618 and CVE-2026-109619 (unauthenticated RCE, CVSS v4.0 9.2, PHP advisory of 2026-10-21): external PHP diagnosis without server access (199 PLN net, credited toward the repair; passive review of what the site exposes publicly, no exploitation, ordered only by the site owner), server audit of the PHP version each site actually runs, updates to PHP 8.5.12 / 8.4.27 / 8.3.36 / 8.2.35, migration of PHP 5 and PHP 7 applications to PHP 8 with code fixes, repairs after upgrades, interim hardening and network isolation when an update cannot be applied immediately, builds of PHP 7.4 / 8.0 / 8.1 with the PHP security team's source backports.
  - Canonical: https://unitai.pl/uslugi/aktualizacja-naprawa-php

## Sovereign Software Platforms
- UnitERP: Modular custom ERP for warehousing and invoicing (https://unitai.pl/produkty/uniterp)
- UnitMailer: Multi-brand e-mail campaign platform — each brand sends from its own domain and SMTP mailbox (SPF/DKIM/DMARC checks), 6-step campaign wizard with human approval, daily limits and send pacing, per-brand MCP connections for ChatGPT and Claude (OAuth, permission profiles, audit log); crash-safe sending queue qualified with SIGKILL tests (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)
- FishRadar: Polish angling app (web/PWA, iOS, Android) — 7,077 fishing spots and fishery districts, 600,000+ water bodies classified by legal fishing status, lake bathymetry from own sonar surveys (2D, 3D, GPS boat mode), Topo 3D and Satellite 3D with 85° camera pitch, own YOLO11 model recognising 38 fish species, Bielik-11B running locally for the forum; requires internet, no offline mode (https://unitai.pl/produkty/fishradar)

## Verified Flagship Case Studies
- FishRadar: Map platform engineering — PostGIS vector tiles, own sonar bathymetry pipeline, Capacitor apps, Stripe/App Store/Google Play billing (https://unitai.pl/case-studies/fishradar)
- FishRadar AI Models: YOLO11n-cls ONNX (38 species) served from the FishRadar server + Bielik-11B-v3.0-Instruct on CPU via llama.cpp (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)