AI & Machine Learning Solutions
Gedank Rayze delivers enterprise-grade AI solutions combining 30+ years of software expertise with cutting-edge generative AI technology. Our AI Orchestrator methodology coordinates multiple specialized AI agents to solve complex problems, achieving 10-30x faster delivery compared to traditional approaches.
LLM Platform Expertise
We integrate and deploy solutions across all major Large Language Model platforms:
Supported Platforms
- OpenAI - GPT-5, GPT-4o, o1, o3 series models
- Anthropic Claude - Claude 4.5 Sonnet, Claude 4 Opus
- Google Gemini - Gemini 2.0, Gemini 1.5 Pro
- Groq - Ultra-fast inference for production workloads
- Qwen - Alibaba's multilingual models
- Ollama - Local/on-premise deployment for data-sensitive applications
- HuggingFace - Open-source model integration
- Replicate - Scalable model hosting
- Cloudflare AI - Edge AI deployment
Multi-Agent Systems
Our proprietary TinyCrew framework and AI Orchestrator methodology enable sophisticated multi-agent architectures:
Frameworks & Tools
- TinyCrew - Our TypeScript framework for orchestrating multiple AI agents
- CrewAI - Python-based agent orchestration
- LangGraph - Stateful agent workflows
- LangChain - LLM application development
- LlamaIndex - Data framework for LLM applications
- Semantic Kernel - Microsoft's AI orchestration SDK
- Haystack - Production-ready NLP pipelines
Multi-Agent Capabilities
- Coordination of multiple specialized AI agents
- Distributed AI system design
- Scalable multi-agent frameworks
- Agent communication protocols
- Tool-calling and function integration
- Shared memory systems for knowledge transfer
RAG Systems & Knowledge Management
Build enterprise knowledge bases with hybrid search and semantic retrieval:
Vector Databases
- Qdrant - High-performance vector similarity search
- Weaviate - AI-native vector database
- AstraDB - DataStax vector database
- ArangoDB - Multi-model with vector support
RAG Capabilities
- Hybrid search combining dense and sparse vectors
- Document processing and intelligent chunking
- Multi-format ingestion (PDF, documents, images)
- Knowledge graph integration
- Conversation memory and context management
AI Digital Twins
Create AI-powered digital replicas for simulation and analysis:
- Synthetic AI persona multi-agent systems
- Behavioral DNA extraction with 92%+ accuracy
- Healthcare professional simulation
- Real-time decision modeling
- Clinical-grade standards compliance
Specialized Applications
Computer Vision
- Image and video analysis
- Object detection and classification
- Digital forensics applications
- Medical imaging analysis
Natural Language Processing
- Text analysis and sentiment detection
- Document processing automation
- Conversational AI systems
- Multi-language support (25+ languages)
Data Processing
- Automated data extraction from any format
- Knowledge base generation
- AI-assisted workflows
- Intent recognition and routing
Proven Track Record
Current Engagement
Fortune 500 Pharmaceutical Company - AI Digital Twin for drug development
- Synthetic AI persona multi-agent digital twin system
- Knowledge graph architectures for healthcare professional modeling
- Clinical-grade standards compliance
Historical Projects
- Cellebrite - Digital forensics AI integration (4+ years)
- WOLF GmbH - Enterprise LLM applications (2.5 years)
- WolfGPT - Multi-LLM system with intention analysis
- TinyCrew - Open-source multi-agent framework
Why Choose Gedank Rayze?
Experience
- 30+ years software development expertise
- 5+ years specialized in Generative AI
- Research background in Computer Human Interaction
Methodology
- AI Orchestrator - Proprietary multi-agent coordination
- 10-30x faster delivery than traditional approaches
- 97% cost reduction in development cycles
Enterprise-Ready
- €3M professional indemnity insurance
- GDPR and HIPAA compliance capability
- Clinical-grade quality standards