Generative AI LLM RAG
Data Structuring Service

Data Structuring Support Service for Improving LLM Accuracy in Generative AI

Over 48 million teacher data creation achievements,
including GAFAM

At Human Science, we have been operating in manual production and translation services for over 35 years.
Our diverse core skills, cultivated through extensive experience, are also applied to our annotation business.
We solve customer challenges through various operational methods tailored to each project, including remote work, onsite support, and on-premises deployment at client locations.

Human Science Data Structuring Service
FeaturesFeature

Feature01

Document Creation and Management Expertise Since Our Founding

Our company started its business with manual and document production, so we have extensive know-how related to various documents. Currently, we also engage in consulting for production and operation, leveraging our expertise in LLM RAG data structuring. We can support not only data structuring but also the creation and management of documents that improve answer accuracy.

Feature02

Text data,
video, audio data,
and all kinds of unstructured data supported

We can structure data in various formats such as text, video, audio, and images. Not only do we offer annotation services, but we also leverage our extensive knowledge of document structures gained from years of experience in creating manuals and video content since our founding, enabling us to deliver high-quality data structuring.

Feature03

Comprehensive Security System

Our office has obtained ISMS certification* and is equipped to handle work in secure rooms such as office security rooms. Therefore, we can ensure security even for projects that handle highly confidential data such as personal information.
Additionally, for clients who wish to avoid using crowdsourcing, we can also provide on-site support at the client's location.*ISMS certification: An evaluation system established by the Japan Information Processing Development Corporation (JIPDEC) (ISMS Conformity Assessment System)

Use Cases of Data Structuring Services
FieldField

Document Structuring

This involves structuring data such as documents, diagrams, tables, and layouts contained within documents that are difficult for LLMs to recognize in their original form.
It helps reduce the risk of generating incorrect answers and contributes to producing more accurate responses.

Category

We perform the task of categorizing data into specific categories or groups. This helps in organizing the data.

Data Cleansing

This process involves removing erroneous information that causes noise from the dataset to improve data quality. It is an essential task for enhancing the accuracy of AI.

Introduction to Annotation Service Materials

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Data Structuring ServicesService FlowProcess

• 

  01

  Hearing

  Provide materials such as sample data and work specifications.
• 

  02

  Quotation

  We will provide a quote based on the sample data and specifications you provide.
  
  *If the details are not decided, we will set the prerequisites and provide a quote and delivery date
• 

  03

  Sample Delivery

  Perform the initial delivery at the early stage of the project. Receive feedback and realign understanding again.
• 

  04

  Data Structuring and
  Annotation

  Regular progress reports. Contact us promptly if there are any questions. Update work instructions and notify as needed.
• 

  05

  Delivery

  Conduct review meetings upon request.

Data Structuring ServicesFrequently Asked QuestionsFAQ

I am worried about whether we can get the right personnel to work on the project. +

At Human Science, we verify the content of the work before starting a project and assign personnel that fit the characteristics.
We achieve effective team formation based on the aptitude and past experience of our contracted workers, as well as the multifaceted personnel evaluation results conducted for each project.

Do you use crowdsourcing to hire data annotators? +

Human Science does not use crowdsourcing.
Tasks are handled by contracted annotators who have passed the trial. We continuously provide security education, personnel evaluation, and training to workers to ensure improved and stable security and quality.

I am worried about the work quality of offshore projects. +

At Human Science, even for offshore projects, domestic project managers oversee the management, and quality control is conducted domestically.
Therefore, we can provide high-quality training data that is comparable to domestic work.

Due to the difficulty of the task, not only the staff assigned to the work but also the project manager need to undergo training before starting. Is this feasible?+

Yes. We will accommodate your request.
Our project manager will undergo training before starting the work. We will respond according to the project using various methods such as remote training, training at the customer's site, or using our security room.

This is a medical-related project. Would it be possible to have supervision and review by a doctor?  +

Yes, that is possible. We will respond individually, depending on the contents and field of expertise.