Manual Standardization AI Development Supporting AI Utilization, RAG Implementation, and AI Proofreading Support

TOPSERVICERAG Implementation Support

RAG Implementation Support

We provide optimized document preparation for RAG and accompany you through accuracy verification in PoC (trial implementation).
Manual specialists organize “knowledge understandable by both humans and AI” and support RAG implementation that leads to results.
To improve RAG’s answer accuracy, the design and quality of the documents to be ingested are crucial.

RAG Implementation SupportWhat is it?

RAG (Retrieval-Augmented Generation) is a powerful method for leveraging corporate knowledge with AI, but if the input data documents are not properly organized, you may not achieve the expected results due to issues such as "unintended search results," "errors or ambiguities in answers," and "decreased accuracy caused by variations in phrasing."
Human Science supports document organization from both perspectives of technical communication: "easy for people to understand" × "easy for AI to process."
Furthermore, we assist with RAG implementation by accompanying you through setting evaluation metrics, accuracy verification, and improvement proposals even during the pre-introduction PoC phase.

Do you have these concerns?

  • #01

    I want to organize manuals and design documents into a format that can be utilized by AI

  • #02

    I created a RAG chatbot, but the answer accuracy is unstable

  • #03

    We want to be able to handle undocumented knowledge (tacit knowledge) as well

That concern, Human Science’s
RAG implementation support will solve it!

FEATURES

Features of RAG Implementation Support

  • FEATURES 01

    Handled by Experts Well-Versed in Knowledge Organization

    Human Science has been a documentation expert engaged in manual creation, knowledge organization, and educational support since its founding.
    ・Text that is easy to understand for readers (humans)
    ・Structures that are easy for generative AI to process
    Based on both perspectives, we support the creation of knowledge that is "easy to understand for both generative AI and human readers."
    For undocumented information, we can also document it through interviews.

  • FEATURES 02

    Support on Both Fronts: Knowledge × AI Tool Development

    The introduction of RAG cannot be achieved by "AI systems" alone.
    The organization of input business manuals and knowledge, along with the implementation and evaluation on the system side, are both essential.
    Our company collaborates with AI development partners to provide consistent support from "knowledge organization" to "evaluation and improvement in PoC" to "RAG system implementation."

  • FEATURES 03

    In-house Support with a Focus on Internal Adoption

    We can also support your company in organizing documents internally, including analyzing issues with existing documents, formalizing document creation rules, and conducting lectures on creating documents that are easy to understand for both generative AI and human readers.

FLOW

Process Until Project Start

  • Contact Us

    Please contact us via the inquiry form. It is also possible to conclude an NDA in advance.

  • Initial Hearing

    The consultant in charge will hear about your company's concerns and issues.

  • Detailed Hearing

    The assigned consultant will hear the detailed requirements. An AI developer will also attend if necessary.

  • Proposals

    Based on the hearing details, we will present the solutions we offer and the estimated costs.

  • Contract

    If you agree to the presented contents, we will conclude the contract.

  • Project Start

    We will hold a kickoff meeting and start the project.

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FAQ

FAQ

  • Q1

    Can we also request support for tool development?

    A.

    After hearing your requirements, we will introduce you to our partner companies capable of tool development. Even in that case, we will continue to assist you with accuracy verification and rule design processes.

  • Q2

    How much are the costs and duration?

    A.

    After discussing the details with you, we will provide you with a quotation.

  • Q3

    What types of industries and sectors do you support?

    A.

    We support document and knowledge organization across a wide range of industries, including manufacturing, IT, and the finance and insurance sectors.

  • Q4

    Is there operational support available after RAG implementation?

    A.

    Yes. We can also support consultations regarding knowledge updates, maintenance, and operational improvements after implementation.