Specialized AI "KIBIT"
Supporting the sophisticated judgment of experts working to solve social problems
In-house developed AI engine "KIBIT"
"KIBIT" is a service that uses huge amounts of data
"Specialized AI" that leads to the discovery of optimal information
"KIBIT" is an AI (artificial intelligence) developed in-house by FRONTEO. It is a "specialized AI" that analyzes natural language and draws discoveries from vast amounts of data, providing completely new perspectives and insights to experts who work day and night to solve problems.
Text data
Analytical language AI
Reproducing human judgment by reading subtleties in text
From unstructured data
Good at finding and searching
Finding necessary information from vast amounts of text data
Unique Vectorization
and algorithms
A different approach to generative AI than Transformer
"KIBIT" is an AI engine with a simple structure that uses a mathematical approach
FRONTEO's AI is developed based on the idea that "all phenomena occurring in the world can be expressed by mathematical formulas," and is a simple AI engine with a mathematical approach. Combining the "subtlety" of the human mind and the unit of information volume, "bit," we named it "KIBIT," as "AI that can learn human subtlety."
We leverage the strengths of natural language processing and network analysis to support experts in making advanced judgments.
Kibi (subtlety): the subtle movements of the human mind + bit: the smallest unit of information
KIBIT's unique algorithms optimized for each business purpose
Search and Classify
Analyze, search, and classify unstructured data such as academic papers and business documents
Discovery and Extraction
Discover and extract evidence and signs of fraud from vast amounts of digital data
Network analysis
Analyzing influence propagation and connection strength in complex networks
Difference between AI "KIBIT" and generative AI
Generative AI excels at generating other data, such as text, based on learned patterns. Meanwhile, FRONTEO's AI "KIBIT" excels at reproducing human judgment and tacit knowledge in specialized fields to find the necessary information from vast amounts of data and lead to discoveries.
| Specialized AI "KIBIT" | General-purpose generative AI |
|---|---|
| Reproducing expert thinking with an AI engine Specialized in finding information within documents | AI models optimized to predict the next word Can be used for a variety of purposes, such as document creation and summarization |
| AI and onboard software developed in-house Long track record of supporting and implementing solutions for many large companies | In recent years, adoption in companies has been increasing There are also challenges in optimizing operations for each issue |
| Analysis requires less calculation Works at the laptop level | Hidden layers require a lot of calculations Requires large-scale computing resources |
| Build models from only the data that is relevant to your purpose Therefore, there is no risk of hallucination | Generic model with general information Beware of hallucinations in the output |
AI "KIBIT" usage scenarios
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
Research paper search and data analysis
US Litigation (eDiscovery) Support
Fraud investigation/email audit
Customer feedback analysis
Searching documents and other unstructured data
Supply Chain Analytics
Researcher network analysis
Unique features of AI "KIBIT"
Unique technology
Vectorization
Achieving high accuracy through vectorization faithful to distribution hypotheses
Consists of many patents
Original algorithm
AI technology that provides experts with hints for solving problems
Data made intuitive
Visualize
Further enhancing the value of AI through "mapping"
Energy saving
Green MicroAI
Minimal parameters, light operation and low power consumption
Four business areas in which FRONTEO will develop AI "KIBIT"
Life science AI
Combining AI and biologists to dramatically improve the efficiency and speed of drug discovery research and increase the success rate
Business intelligence
Utilizing text data assets to support everything from business efficiency to management decision-making, helping to prevent risks and create business opportunities
Legal Tech AI
We handle e-discovery and digital forensics, and have achieved overwhelming efficiency by introducing AI to evidence discovery in litigation and fraud investigations.
Economic security
Visualize risks and opportunities related to economic security and support the formulation and promotion of business and management strategies