AI Technology Consulting

Technical Advisory for AI Adoption, AI Development & AI Strategy

With over 10 years of experience since the dawn of AI, our team handles everything from building GPU machines to constructing and operating our own GPU data center and developing AI products end-to-end. As technical advisors, we support your AI adoption, AI development, and AI technology strategy formulation. With deep expertise in machine learning fundamentals, mathematics, and statistics—and the hands-on ability to design and implement learning algorithms from scratch—our team can provide expert technology assessment. This makes us ideal for reviewing external vendor proposals or serving as a second opinion. We provide insights for technical research, architecture design reviews, vendor selection support, and technical documentation.

LLM/Generative AI AI Agents AI × IoT AI × CAD & Engineering Data LLM Infrastructure AI Security AI Avatar/AI Human NLP/Natural Language Processing AI-Driven Software Development Transformation Claude Code Enablement

Supported Technologies

Large Language Models (LLM) Foundation Models Generative AI Orchestration Edge LLM Transformers Self-Attention LangChain LlamaIndex Prompt Engineering RAG SFT RLHF LoRA Fine-tuning Multi-GPU Multi-Node LLM vLLM TGI Quantization LLM-Based AI Agents Autonomous AI Agents MCP (Model Context Protocol) PyTorch Deep Learning Mathematics Speech Recognition AI Speech Synthesis AI Image Recognition AI Image Generation AI AI Avatar AI Character LLM Security Prompt Injection Countermeasures LLM Vulnerability Assessment AI TRiSM Natural Language Processing (NLP) Morphological Analysis Named Entity Recognition (NER) PII Detection Text Masking Japanese Language Processing spaCy/GiNZA MeCab/Sudachi CRF/BiLSTM-CRF AI-Integrated Development SDLC Transformation Technical Debt Management Automated Code Review Test Case Generation Change Impact Analysis Legacy Code Visualization Automated Documentation Claude Code Coding Agents Edge AI On-Device Inference IoT Device Integration Remote Device Access 3D CAD & STEP (ISO 10303) B-Rep Shape Analysis Geometry Kernel Feature Recognition Mold DFM Similar Shape Search

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