AI & Automation
As an AI specialist, I integrate cutting-edge AI technologies and workflow automation into your business processes. From GPT-4 and Claude to RAG systems and multi-agent architectures – I develop tailored AI solutions that create real value and help your team work more efficiently.
- AI Integration in Apps
- Workflow Automation
- Chatbots & Assistants
- Document Processing
OpenAI & LLM Integration
Integration of Large Language Models like GPT-4, Claude, Gemini or Mistral opens entirely new possibilities. I implement AI-powered chatbots for customer service, automatic content generation for marketing, intelligent data analysis for business intelligence and personalized recommendation systems. API integration is robust with error handling, rate limiting and caching. Prompt engineering ensures precise, controlled outputs. I consider costs, latency and data privacy – including on-premise solutions with local LLMs like Llama or Mixtral for sensitive enterprise data.
RAG Systems
Retrieval-Augmented Generation revolutionizes the use of enterprise knowledge. Your AI accesses your own documents, databases, knowledge bases and wikis to deliver precise, factually correct answers. I implement vector databases like Pinecone, Weaviate or pgvector, develop intelligent chunking strategies and optimize embeddings for your specific content. Semantic search, hybrid search and re-ranking ensure relevant results. The result: A company-owned AI assistant that reliably answers questions about products, processes or documentation.
Workflow Automation
Manual, repetitive tasks cost time and cause errors. With workflow automation through n8n, Make (Integromat), Zapier or custom Python scripts, I automate your business processes. From automatic invoice processing to lead qualification to intelligent email routing – I identify automation potential and implement it. API integrations connect your tools seamlessly: CRM, ERP, accounting, marketing tools and more work together automatically. With AI-powered decision logic, even complex workflows are intelligently automated.
Document Processing
Intelligent Document Processing (IDP) eliminates manual data entry. I implement OCR solutions for text recognition in scans and photos, AI-based extraction of structured data from invoices, contracts, forms and delivery notes. Classification automatically sorts incoming documents. Named Entity Recognition identifies important information like names, addresses, amounts and dates. Integration into your existing systems – ERP, DMS, accounting – is seamless. The result: Faster processing, fewer errors, more time for value-adding tasks.
Multi-Agent Systems
Complex tasks require specialized AI agents working together. I develop multi-agent architectures where different agents take on specific roles: A research agent gathers information, an analysis agent evaluates it, a writing agent creates reports. Tools like LangChain, AutoGPT, CrewAI and Microsoft AutoGen enable autonomous workflows. The agents communicate, delegate and coordinate independently. For quality assurance, I implement validation agents and human-in-the-loop mechanisms. This creates powerful AI systems that independently solve complex business problems.
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