LumenYAI Framework

Prvi hrvatski AI framework dizajniran za auditabilnost, lokalnu prilagodbu i multi-tenant arhitekturu.

Ključne Značajke

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Potpuna Auditabilnost

Svaki AI odgovor dolazi s kompletnom auditornom stazom - izvori, reasoning steps, confidence scores i metadata. Korisnik vidi kako AI razmišlja i donosi odluke.

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Hrvatski Kontekst

Nativno razumije hrvatski jezik, kulturu, zakonodavstvo i lokalne institucije. Fine-tuned modeli posebno optimizirani za hrvatske use case-ove.

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Multi-Tenant Arhitektura

Jedna platforma pokreće stotine specijaliziranih AI aplikacija. Svaki tenant ima vlastite modele, podatke i konfiguracije uz potpunu izolaciju.

Tehnička Arhitektura

🌐 User Interface Layer

React/Next.js, Mobile Apps, Web Components, Third-party integrations

🔌 API Gateway Layer

REST API, GraphQL, WebSocket, Authentication, Rate limiting, Caching

🧠 LumenYAI Core Engine

Multi-LLM Router, Croatian NLP, Audit System, Reasoning Engine, Context Manager

💾 Data & Infrastructure

Vector DB, PostgreSQL, Redis, Docker/K8s, Croatia Cloud, EU GDPR compliance

⚡ Backend Stack

Moderne tehnologije optimizirane za AI workloads i enterprise skalabilnost.

Python 3.11+ - FastAPI, Pydantic, AsyncIO
LLM Integration - OpenAI API, Anthropic, Local models
Vector Search - Pinecone, ChromaDB, FAISS
Databases - PostgreSQL 15, Redis 7, ClickHouse
Message Queue - Apache Kafka, RabbitMQ
Monitoring - Prometheus, Grafana, Sentry

🎨 Frontend Stack

Responsive i accessible korisničko sučelje za sve uređaje i potrebe.

React 18 - Next.js 14, TypeScript, Tailwind CSS
State Management - Zustand, TanStack Query
Real-time - WebSockets, Server-Sent Events
Mobile - React Native, PWA support
Testing - Jest, Playwright, Storybook
Build Tools - Vite, Turbopack, ESBuild

Performance Metrici

< 200ms

API Response Time

99.9%

Uptime SLA

10M+

Monthly API Calls

50+

Concurrent Tenants

95%

Answer Accuracy

EU

GDPR Compliant

API Primjer Korištenja

📤 Request

// Postavi pitanje Hrvatica.ai tenantu POST /api/v1/tenants/hrvatica-ai/chat { "message": "Kako se prijaviti za roditeljski dopust u Hrvatskoj?", "context": { "user_location": "Zagreb", "employment_status": "zaposlena" }, "audit_level": "full" }

📥 Response

{ "response": "Za roditeljski dopust u Zagrebu trebate...", "confidence": 0.94, "sources": [ { "title": "Pravilnik o roditeljskom dopustu - MROSP", "url": "https://mrosp.gov.hr/...", "relevance": 0.98 } ], "reasoning_steps": [ "Identificiranje tipa pitanja: administrativni postupak", "Pretraživanje relevantnih propisa i procedura", "Prilagodba odgovora prema lokaciji (Zagreb)" ], "processing_time_ms": 187 }

Podržane Integracije

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CMS Platforme

WordPress, Joomla, Drupal plugins. YooTheme Pro widget. Elementor komponente.

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E-commerce

WooCommerce, Shopify apps. Produkt recommendations. Customer support chatbots.

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Business Alati

Slack/Teams botovi. Salesforce connector. HubSpot automation. Email marketing AI.

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Mobile SDK

iOS/Android native SDK. React Native komponente. Flutter widgets.

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Gov Connect

eGradjani.hr integracija. FINA API connector. eSpis podatci.

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AgriTech

AgriPV monitoring. UV-C ozon sustavi. IoT sensor networks. Weather APIs.

Sigurnost & Compliance

🔒 Sigurnosne Značajke

Enterprise-grade sigurnost i privatnost dizajnirana za EU tržište.

EU GDPR - Potpuna usklađenost s EU propisima
Data Encryption - AES-256 at rest, TLS 1.3 in transit
Access Control - RBAC, OAuth 2.0, API keys
Audit Logs - Immutable audit trail svih operacija
Penetration Testing - Redoviti security auditi
SOC 2 Type II - Compliance certificiranje

📊 Data Governance

Transparentno upravljanje podacima s fokusom na korisničku kontrolu.

Data Residency - Podatci ostaju u EU/Hrvatskoj
User Control - Export, delete, anonymize on demand
Retention Policies - Automated data lifecycle management
Consent Management - Granular privacy controls
Data Minimization - Collect only necessary data
Anonymization - Advanced data pseudonymization

Tehnička Roadmap

🚀 Q1 2025

LumenYAI 2.0 stable release
GraphQL API layer
Advanced caching system
Multi-language support (EN, DE, IT)
Real-time collaboration features

⚡ Q2 2025

Edge computing deployment
Advanced AI reasoning chains
Custom model fine-tuning API
Enterprise SSO integration
Advanced analytics dashboard

🌟 2026+

Autonomous AI agents
Blockchain-based audit trail
Quantum-resistant encryption
Neural architecture search
Federated learning platform