In-house developed AI engine "KIBIT" - Specialized AI "KIBIT" supports advanced judgment of experts who are trying to solve social solutions. | FRONTEO, Inc.

KIBIT" is a "specialized AI" that leads the discovery of optimal information from a vast amount of data.

KIBIT" is an AI (Artificial Intelligence) developed in-house by FRONTEO. It is a "specialized AI" that provides completely new perspectives and insights to professionals who work day and night to solve problems by analyzing natural language and deriving discoveries from a vast amount of data.

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Text data
Linguistic AI that analyzes text data

Reproduces human judgment by reading the "subtleties" of text

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Good at discovering and searching from unstructured data
Good at discovering and searching for

Finding necessary information from huge amounts of text data

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Unique vectorization
and Algorithms

Different approach from Transformer in generative AI

>> KIBIT, an AI that guides information discovery

KIBIT" is an AI engine with a mathematical approach and simple structure

FRONTEO's AI is based on the idea that "all phenomena occurring in the world can be expressed by mathematical equations," and we are developing an AI engine with a simple structure based on a mathematical approach. Combining the "subtleties" of the human mind with the "bit," a unit of information volume, we have named our AI "KIBIT" as "AI that can learn human subtleties.

KIBIT supports experts in making high-level judgments by leveraging its strengths in natural language processing and network analysis.

Kibi (subtle): subtle movements of the human mind + bit: the smallest unit of information

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Difference between AI "KIBIT" and Generative AI

Generative AI excels at generating other data, such as text, based on learned patterns. FRONTEO's AI "KIBIT," on the other hand, excels at reproducing human judgment and tacit knowledge in specialized areas, finding necessary information from vast amounts of information, and guiding discovery.

Specialized type AI "KIBIT"	Generative AI for general-purpose applications
AI engine reproduces thoughts of experts Specialized in finding information in documents	AI model optimized to predict the next word Versatile for document creation, summarizing, etc.
In-house development of both AI and on-board software Long-standing track record of support and implementation in many large companies	Increasingly adopted by companies in recent years Challenges in optimizing operations for each task
Small amount of computation required for analysis Operates on notebook PC level	Requires a large amount of computation in the hidden layer Requires large computational resources
Models are built from purposeful data only No risk of halcination	Generic model with general information Be careful about halcination of output results.

>> Learn more about the difference between AI "KIBIT" and generative AI.

KIBIT's proprietary AI algorithm optimized for each business objective

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Search and Classification

Analyze, search, and classify unstructured data such as academic papers and business documents

Discovery and Extraction

Detect and extract evidence and signs of fraud from vast amounts of digital data

Network Analysis

Analyzes the propagation of influence and the strength of connections in a complex network

>> 3 functions of AI "KIBIT

AI "KIBIT" Application Scenes

FRONTEO's AI "KIBIT" supports the activities of experts in various fields, such as drug discovery researchers, doctors, lawyers, and auditors, and accelerates the resolution of social issues.

Drug Discovery Target Discovery

Article Search and Article Data Analysis

U.S. Litigation (eDiscovery) Support

Fraud investigations and email audits

Customer Feedback Analysis

Search for documents and other unstructured data

Supply Chain Analysis

Researcher Network Analysis

Companies (selected)

Unique features of AI "KIBIT

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Proprietary
vectorization technology

Vectorization faithful to the distribution hypothesis for high accuracy

＞Learn more about vectorization

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Comprised of many patents
Proprietary algorithms

AI technology that provides experts with hints for solving problems

＞Learn more about vectorization

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Data Intuitive
Visualize

Presenting the value of AI by "mapping" it out even further

＞Learn more about mapping

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Energy-saving
Green MicroAI

Lightweight and power-saving with minimal parameters

＞Learn more about Green Micro AI

>> Unique features of AI "KIBIT

Specialized AI "KIBIT
Supporting Advanced Judgment of Experts Trying to Solve Social Problems

KIBIT" is a "specialized AI" that leads the discovery of optimal information from a vast amount of data.

Text data
Linguistic AI that analyzes text data