AI Engineering

Magnarus helps organizations accelerate digital transformation through cutting-edge Artificial Intelligence solutions. We specialize in building enterprise-grade AI applications powered by Large Language Models (LLMs), Generative AI, Retrieval-Augmented Generation (RAG), intelligent AI agents, and cloud-native AI platforms. Our AI solutions enable businesses to automate operations, enhance customer experiences, unlock insights from enterprise data, and drive innovation at scale.

Our AI Center of Excellence continuously evaluates emerging AI technologies, foundation models, frameworks, and enterprise best practices to deliver secure, scalable, and production-ready AI solutions. From strategy and consulting to development, deployment, and continuous optimization, Magnarus empowers enterprises to successfully adopt AI across their business operations.

Generative AI & LLM Solutions

• Custom Generative AI application development
• Enterprise AI assistants and AI copilots
• LLM integration with OpenAI, Azure OpenAI, Claude, Gemini and open-source models
• Prompt engineering and prompt optimization
• Custom model fine-tuning and evaluation
• Multi-agent AI systems and autonomous workflows

Retrieval-Augmented Generation (RAG)

• Enterprise knowledge management solutions
• AI-powered document search and intelligent Q&A
• Vector database implementation (Pinecone, Milvus, Qdrant, Weaviate)
• Semantic search and contextual information retrieval
• Document ingestion, indexing and embedding pipelines
• Secure private AI solutions for enterprise knowledge bases

AI Agents & Intelligent Automation

• Autonomous AI agents for business processes
• Multi-agent orchestration and collaboration
• Workflow automation using AI
• Customer support and service automation
• Task planning and intelligent decision-making systems

AI Application Development

• AI-powered web and mobile applications
• Conversational AI and intelligent chatbots
• Document Intelligence and OCR solutions
• Recommendation engines and personalization platforms
• Speech-to-Text and Text-to-Speech applications
• Computer Vision and image intelligence solutions

AI Integration & MLOps

• Enterprise AI architecture and consulting
• LLMOps and MLOps implementation
• Model deployment, monitoring and lifecycle management
• Integration with enterprise applications and APIs
• Azure AI, AWS AI and Google Cloud AI services
• Responsible AI, governance, security and compliance

AI Technologies

• OpenAI GPT, Azure OpenAI, Claude, Gemini, Llama and Mistral
• LangChain, LangGraph and LlamaIndex
• Hugging Face ecosystem
• Pinecone, Milvus, Qdrant, Weaviate and ChromaDB
• Python, FastAPI, .NET, Java, Node.js and REST APIs
• Azure AI Foundry, AWS Bedrock and Google Vertex AI