We provide comprehensive support from consulting to development and operations.
Organizing challenges and formulating strategies for AI utilization System development utilizing RAG, LLM, and Dify Support from infrastructure construction to operation and maintenance
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basic information
Introducing the overall support framework. We will respond flexibly according to the stages, from organizing issues to full-scale implementation. [01] Free Consultation and Hearing Organizing current issues and desired outcomes [02] Issue Organization and Proposal Requirements definition, PoC, and small-scale testing [03] Outcome Confirmation and Full-Scale Implementation Decision Evaluating the PoC and determining feasibility for implementation [04] Development and Implementation Comprehensive support from design to development to release [05] Operation and Improvement Ongoing support for maintenance and improvement
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Applications/Examples of results
■Introduction of Support Cases 【For Local Governments】Support for Developing Generative AI/RAG Chatbots Challenge: It took a long time to search and utilize internal documents, leading to a heavy burden in responding to inquiries and verifying documents. Response: Built a RAG chatbot in a short period, compared LLM accuracy for internal document utilization, and improved UI/UX. Result: Contributed to generating responses using internal documents, improving search accuracy, and enhancing functions with an eye on operations. 【For Large Enterprises】Support for LLM Tuning and Accuracy Evaluation PoC Challenge: There was a need to verify the applicability of on-premises LLM in an offline environment due to business characteristics. Response: Selected LLM, considered evaluation policies, analyzed customer data, created training data, and conducted accuracy evaluations. Result: Visualized evaluations before and after LLM tuning, contributing to the organization of materials necessary for model selection and full-scale implementation decisions. ■Performance in Numbers Practical experience with generative AI - Over 2.5 years Number of AI-related project contracts - Over 10 Number of supported companies - Over 5 Number of industries served - Over 5
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Company information
Our company, based in Saitama City, Saitama Prefecture, provides total support for the IT challenges faced by small and medium-sized enterprises through our technical expertise. We achieve operational efficiency using web, cloud, and AI technologies. We offer IT consulting, contract development, system implementation, support for the introduction of generative AI, as well as development, operation, and maintenance support. Please feel free to consult us regarding technical challenges or system implementation. Our experienced engineers are here to support you in solving your issues.
