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.
We integrate and deploy solutions across all major Large Language Model platforms.
GPT and o-series models
Full integration with OpenAI's model suite including the latest reasoning and multimodal capabilities for production enterprise workloads.
Claude Sonnet, Claude Opus models
Deep expertise with Anthropic's Claude model family, leveraging extended context windows and advanced reasoning for complex enterprise tasks.
Gemini, Nano Banana, Imagen
Google's multimodal Gemini models integrated for large-context document processing, vision, multilingual applications and image generation.
Qwen 3.x, DeepSeek, TTS, Voice Design, ASR
Alibaba's open-weight Qwen ecosystem — from the Qwen 3.x reasoning models and DeepSeek integration to specialized TTS, Voice Design, and ASR capabilities. Strong multilingual performance with competitive inference costs for voice-enabled and conversational AI applications.
Ultra-fast inference for production workloads
Ultra-low-latency inference via Groq's LPU hardware for latency-sensitive production applications where response time is mission-critical.
Ollama · Cloudflare AI · HuggingFace · Replicate
Local and on-premise deployment via Ollama for data-sensitive applications, edge AI via Cloudflare Workers AI, open-source models via HuggingFace, and scalable hosting via Replicate. Full data sovereignty when compliance demands it.
We build and deploy multi-agent architectures — from lightweight scripted crews to enterprise-grade orchestration across any LLM provider.
CrewAI · LangGraph · LangChain · LlamaIndex · Semantic Kernel · Haystack
Deep expertise across the full spectrum of agent orchestration tooling — stateful LangGraph workflows, role-based CrewAI collaboration, Microsoft's Semantic Kernel SDK, production-ready Haystack NLP pipelines, and data-connected LlamaIndex agents.
In-house · Bun-native TypeScript multi-agent framework
Our open-source Bun-native TypeScript framework for Bun and Node.js. Multi-agent orchestration with shared memory, structured output via Zod schemas, multi-model routing for cost optimization, agent-to-agent messaging, conversation history with auto-summarization, response streaming, and an extensible tool system built on the OpenAI Responses API.
In-house · Compiled Rust runtime with Lua scripting
High-performance multi-agent runtime — define agents, tasks, and orchestration in Lua, execute as a single native binary with zero runtime dependencies. Parallel task execution with dependency graphs, agent-to-agent MessageBus, shared memory with TTL and relevance scoring, collaborative multi-agent discussions, subworkflows, structured JSON output, built-in REST API, and provider-agnostic design (OpenAI, Groq, Ollama, Azure).
Build enterprise knowledge bases with hybrid search and semantic retrieval — backed by our own production RAG platform.
In-house · Rust Knowledge Graph Engine
Our Rust-native knowledge graph engine combining document storage, graph relationships, and vector embeddings in a single service. Pluggable backends (ArangoDB or embedded CozoDB), four search modes (vector, semantic, hybrid BM25+RRF, graph-augmented with multi-hop expansion), sandboxed Lua scripting for server-side graph operations, and async Tokio/Axum performance.
ArangoDB · Qdrant · LanceDB · Weaviate · AstraDB
ArangoDB is our go-to for projects that need graph + vector + document in one database. Qdrant when pure vector performance matters most. LanceDB for embedded, serverless-friendly deployments. We also work with Weaviate, AstraDB, and other stores — chosen based on your scale, latency, and infrastructure constraints.
Create AI-powered replicas of real people for simulation, research, and training — grounded in behavioral science, not prompt tricks.
Powered by TranscriptIntel
Extract communication styles, decision patterns, and personality traits from interview transcripts and interaction data. Our 4-layer Onion Model (core identity, professional context, behavioral patterns, contextual adaptation) achieves 92%+ behavioral accuracy against real-world baselines.
Clinical-grade standards compliance
Digital twins of healthcare professionals for drug development research — oncologists, cardiologists, neurologists. Message testing, market access research, and HCP simulation validated against actual interview transcripts. GDPR and HIPAA compliant.
Vertical AI solutions built on our frameworks and deployed in production.
Vidifo — Patent Pending
Visual digital forensics for law enforcement — multi-LLM image and video analysis to identify illegal activities and flag threats. Object detection, classification, and medical imaging analysis powered by state-of-the-art vision models.
TranscriptIntel
NLP at scale — speaker identification, sentiment analysis, behavioral pattern extraction, and AI interview coaching across 36+ languages. From raw transcripts to executive reports with evidence trails.
Automated intelligence extraction from any format — PDFs, documents, images, audio, video. Intent recognition, entity extraction, and routing into structured workflows via our multi-agent frameworks.
Enterprise clients across pharmaceutical, industrial, and digital forensics sectors.
Current engagement — AI Digital Twin for drug development
Synthetic AI persona multi-agent digital twin system with knowledge graph architectures for healthcare professional modeling, built to clinical-grade standards compliance.
Enterprise LLM applications, Voice-enabled Agents
Multi-LLM system with intention analysis that anticipates user needs before they are expressed, seamlessly integrating specialized tool-calling and robust data processing frameworks.
4+ years — Digital forensics AI integration
Long-running AI integration engagement for digital forensics tooling, including vision-based analysis pipelines for law enforcement applications.
In-house product — AI Conversation Intelligence
AI-powered platform that transforms interviews, meetings, and professional discussions into actionable insights. Behavioral DNA profiling, speaker identification at 92%+ accuracy, synthetic transcript generation, AI interview coaching, and enterprise-grade analytics for pharmaceutical, consulting, and forensics markets.
Incubated by Gedank Rayze — Cold Chain Intelligence Platform
The first cold-chain platform that connects real-time sensor data to commodity-specific intelligence to prevent losses — not just report them. Commodity intelligence layer, prevention guardrails, universal sensor compatibility, and semantic search for cold storage facilities, agricultural producers, and logistics teams.
Incubated by Gedank Rayze — Produce Intelligence Platform
Comprehensive produce intelligence platform with 1,540+ PLU codes, AI-powered search, and MCP server integration for AI developers. Thousands of monthly users across plufinder.com, .nl, .pt, and .es domains. Expanding into cold chain management, POS integration, and enterprise data licensing for the fresh produce industry.
TinyCrew, IronCrew, TranscriptIntel, Zeento.Cloud, PLU Finder — we don't just advise on AI, we ship production AI products. Our frameworks power our client work; our client work pushes our frameworks forward. You get a team that solves real problems daily, not consultants reciting best practices.
From LLM integration and multi-agent orchestration to RAG pipelines, digital twins, and cold chain IoT — we cover the entire stack. No handoffs between an "AI team" and a "backend team." One team, one codebase, one accountable delivery.
Fortune 500 pharmaceutical digital twins. 4+ years with Cellebrite in digital forensics. Enterprise LLM systems for WOLF GmbH. 300+ Electrolux locations. We've operated at enterprise scale across regulated industries — pharma, forensics, manufacturing.
€3M professional indemnity insurance. GDPR and HIPAA compliance capability. Clinical-grade quality standards validated in pharmaceutical deployments. 30+ years of shipping software that stays in production — not demos that disappear after the pitch.
Contact us to discuss how our AI solutions can drive efficiency and innovation in your organization.
Get in Touch