FRONTEO Product Lineup

With the emergence of ChatGPT, AI has become a presence that attracts attention not only from developers but also from the general public. Are you or your company utilizing ChatGPT in your operations? By the way, the expression "ChatGPT is AI" is actually not accurate. ChatGPT is the name of an AI service, and the underlying mechanism is a language processing technology called "GPT." So, what exactly is "AI (artificial intelligence)"? Can you explain it? The term "AI" is now widely used like a common noun, but in fact, there is no clear and unified definition. For business professionals, a basic understanding of AI is now essential. On this occasion, we would like to introduce an article to deepen your understanding of AI. [Contents (partial)] ■ What is AI (artificial intelligence)? ■ Are you misunderstanding or misinterpreting AI? ■ One of many AIs, what is natural language processing AI? *For more details, please download the PDF or feel free to contact us.

The "Natural Language Processing AI," which analyzes and utilizes language through AI (artificial intelligence), is widely applied in various tools, including keyword searches in search engines and ChatGPT. For example, in keyword searches on Google and Yahoo!, AI technology allows for accurate search results even with minor typing errors or variations in expression. Additionally, in the popular ChatGPT, when a question is input, the AI generates a response in natural language. While keyword searches are common in searching, there is also growing attention on an advanced search method called "concept search," which encourages new discoveries. For more details, please refer to the white paper. [Contents (partial)] ■ Concept search and keyword search ■ The mechanism of natural language processing AI used in concept search, word vectorization ■ Examples of search tools using natural language processing AI, such as Google, ChatGPT, and patent search tools *For more information, please download the PDF or feel free to contact us.

The chat-based service "ChatGPT," which is attracting attention among AI (artificial intelligence), is a type of generative AI. Generative AI is a useful tool that learns from vast amounts of data, such as text, images, and audio, and can create new content based on that learning. The emergence of generative AI has greatly expanded the possibilities for new ideas and discoveries. On the other hand, with the evolution of technology, ethical issues and concerns about privacy have also arisen. Therefore, it is considered important for companies and individuals to utilize it while maintaining an appropriate balance. For more detailed information, please refer to the white paper. [Contents (partial)] ■ What is generative AI ■ Mechanism and features of generative AI ■ Types of generative AI and what it can generate ■ How to use text-generating AI and its applications *For more details, please download the PDF or feel free to contact us.

In machine learning, which is a method of AI, an essential factor for improving accuracy is the "quality of training data." For humans, having two or three examples of training data may seem sufficient for making judgments to some extent. However, for AI, deriving accurate answers from such limited data is challenging. Why is that the case? This document will explain the mechanism of machine learning and the reasons in detail. [Contents] ■ The 3 Steps of AI (Artificial Intelligence) - Training Data as an Important "Input" ■ What Training Data Means in AI's Machine Learning ■ The Relationship Between Training Data and Machine Learning - What Machine Learning is Doing ■ Challenges in Creating Appropriate Training Data ■ The Unique Challenges of "Fraud Investigation" and "Auditing" Supported by FRONTEO's AI, Strengths and Usage of Each AI ■ AI Specialized for the Purpose of "Discovery," FRONTEO's "KIBIT" *For more details, please download the PDF or feel free to contact us.

FRONTEO's self-developed AI "KIBIT" is derived from learning the subtleties of human behavior. It is a unique AI that discovers the nuances of human expression written in words through a mathematical approach. This document introduces our product, which leverages strengths in natural language processing and network analysis to reproduce "tacit knowledge" of humans and provide experts with new insights and discoveries. [Contents] ■Analysis ■Vector ■Network ■Color *For more details, please download the PDF or feel free to contact us.

The much-discussed ChatGPT and other generative AIs are attracting attention. However, generative AIs consume a large amount of electricity, posing the challenge of "environmental impact." On the other hand, FRONTEO's AI "KIBIT" is an AI with extremely low power consumption and sustainable features. This product is a groundbreaking solution that balances corporate AI utilization and ESG compliance, adopting a "Green Micro AI" approach with low environmental impact (Green) and a simple algorithm (Micro). For more details, please refer to the white paper. [Contents] ■ Another aspect of innovative generative AI: "Environmental Impact" ■ The reality of power consumption by generative AIs, including ChatGPT ■ Companies are expected to balance AI implementation and ESG compliance ■ KIBIT, a "Green Micro AI" that considers the environment ■ Promoting harmony between technology and the environment for building a sustainable AI society *For more information, please download the PDF or feel free to contact us.

By simply sending the retired employee's PC, mobile, and other devices to FRONTEO, we will "fully replicate" all data at the time of retirement onto a hard drive and securely store it in a safe environment. If any suspicion of misconduct arises regarding the retired employee, the ability to immediately initiate a forensic investigation using the data stored within our company is the greatest feature of this service. Unlike other forensic investigations, there is no need for a data preservation period, ensuring prompt initial response and guaranteeing the authenticity of the data. Additionally, by educating employees about our collaboration with FRONTEO and the content of this service, we can also expect a deterrent effect against misconduct.

FRONTEO has contributed to the field of legal tech by providing a one-stop service that ranges from data identification and preservation to data processing, document review, and preparation of submitted data, as a pioneer in comprehensive e-discovery support in Asia. With the AI engine KIBIT, our proprietary software "KIBIT Automator" has evolved into a data analysis platform that excels in processing Asian languages, reducing the costs and time associated with e-discovery.

Established in June 2020, it is one of the largest legal video platforms in the country. We connect management personnel from legal, intellectual property, compliance, and information systems departments of companies involved in emergency response with top lawyers and experts in the field.

We will streamline the differences in efficiency and accuracy caused by variations in reviewer proficiency, which have been challenges in traditional human surveys, using our in-house developed AI engine "KIBIT." AI reviews will provide a high-performance solution.

KIBIT Zero is a file search service that efficiently uncovers buried information within the company to address issues such as the inability to find necessary files due to information being scattered within the organization, the excessive amount of data causing delays in searches, and the stagnation of knowledge utilization across the organization, thereby enabling knowledge sharing.