World-class AI solutions for immediate business results

Fujitsu Kozuchi
World-class AI solutions for
immediate business results

1© Fujitsu 2024 | 9379-05© Fujitsu 2024 | 9379-05

World-class AI solutions for immediate business results

Artificial Intelligence (AI) has an important role to play in solving global environmental problems,developing a digital society, and improving people's wellbeing. Effective AI adoption is also a
powerful enabler for enterprise growth. To fully realize the benefits and use AI to its full potential, twofactors are essential: the implementation of reliable AI and the acquisition of AI literacy. It is importantfor management to invest in both an organization’s human employees, and their AI systems, tomaximize value creation. And to increase human productivity and creativity in organization, it isnecessary to use a combination of job-specific AI that can leverage and analyze data in businesssystems.

Three steps for successful AI Adoption
Fujitsu recommends going through three gradual steps towards successful AI adoption:(1) implement AI to support existing use cases, (2) automate a wider range of operations anddata, and (3) ultimately, develop AI models using industry-specific data. Following these steps
will empower more people in your organization to use AI, enabling industry-leading levels ofvalue creation and transformation. Managements who can make full use of AI as an assistantwill lead the next generation of "knowledge-creating" growth companies.

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“Out of the box”
experimentationand productivity

Advanced business
functionality andautomation

Industry-specificintelligence anddiscovery• Supported by Fujitsu AI knowledge and tools• Fujitsu internal practice 120k+ FTEs
• AI Trust : Proven, ethical, explainable, reliable

Vertical offerings

Decision Intelligence PaaS Platform

Professional service

Fujitsu Kozuchi

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World-class AI solutions for immediate business results

What is Fujitsu Kozuchi?
To aid the first stage of AI adoption mentioned earlier – out of the box experimentation to quickly
implement common AI use cases – Fujitsu has introduced the Fujitsu Kozuchi platform.
Fujitsu Kozuchi is Fujitsu’s proprietary cloud-based AI platform, consisting of seven areas of AI(Generative AI, AutoML, Predictive Analytics, Kozuchi for Vision, Kozuchi for Text, AI Trust, XAI)
that can be rapidly developed, tested, and implemented to deliver immediate results.
Leveraging Fujitsu Uvance offerings, Data Intelligence PaaS, and custom AI development supported
by professional services, the 7 areas of Fujitsu Kozuchi can rapidly enable industry-leading levels ofvalue creation and transformation.

Utilize Generative AI
privately and securely
with my own data.

Accurately forecast future
trends from a variety ofhistorical data using AI.

Fujitsu KozuchiFujitsu Kozuchi

Generative AI

Predictive Analytics

Process and analyze text
data through NLP & AI.

Analyze human behavior
and objects using AI.

Verify the fairness ofdecisions and ensure
regulatory compliance.

Fujitsu Kozuchi

Fujitsu Kozuchi

Fujitsu Kozuchi

for Text

for Vision

AI Trust

Discover cause-andeffect relationships indata related to people
and things using AI.

Generate AI code tosave
time for data scientists.

Fujitsu Kozuchi

Fujitsu Kozuchi

Explainable AI (XAI)

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World-class AI solutions for immediate business results

Fujitsu Kozuchi Generative AI
Challenge:• Need to leverage power of Generative AI, but concerns remain on
analyzing proprietary data, risk of compromising sensitive information,and inability to trust the results due to potential for hallucination
Solution:• Fujitsu Kozuchi Generative AI is delivered in a secure environment forenterprises without information leakage and with anti-hallucination
Benefit:• Generative AI provides an interface between a computer system and ahuman for natural language and non-structural data to increase human
productivity and human creativity

Fujitsu Kozuchi Predictive Analytics
Challenge:• Organizations facing uncertainty and inefficiency often look towards
their historical data to proactively anticipate future trends

Solution:• Fujitsu Kozuchi Predictive Analytics uses dynamic ensemble models toprovide stable, accurate demand forecasts and automated, hands-freetuning for changing characteristics of a wide variety of products
Benefit:• Forecast the future more accurately using a variety of data

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Text
Challenge:• Processing and analyzing huge amounts of text data is next
to impossible for humans

Solution:• Process and analyze text that is digital data through natural language
processing technology
Benefit:• Faster processing and AI-aided analysis of huge amounts of text data
in a short time

Fujitsu Kozuchi for Vision
Challenge:• Manual detection of specified objects or human behavior from videos
is time-consuming and ineffective, especially with very large numberof camera feeds
Solution:• Fujitsu Kozuchi for Vision enables conversion of information fromoptical devices, such as the posture, shape, movement, and character
recognition of humans and objects, to digital data for analysis
and judgment
Benefit:• Easily recognize complex human behavior with approximately
100 basic behavior-learned models and behavior-recognition
rules created with no-code UI5© Fujitsu 2024 | 9379-05

World-class AI solutions for immediate business results

Fujitsu Kozuchi AI Trust
Challenges:• How do you detect if your source data or the AI model is biased?
• How to mitigate this bias and ensure fair results?
Solutions:• Fujitsu Kozuchi AI Trust allows you validate AI learning data andfairness of judgment from a web browser and improve it as needed• It helps you implement AI in your systems for AI ethics, AI quality,and AI security, and improve your AI literacy for accuracy, fairness,piracy, information management, and abuse
Benefits:• Build trusted AI systems easily without deep AI expertise• Easily detect and improve intersectional bias that is difficult for humans
to notice (e.g., gender x age)

Fujitsu Kozuchi Explainable AI (XAI)
Challenge:• Some applications cannot rely on AI if they are Blackbox systems withno transparency of outputs. AI’s suggestions need to be explainable
and further vetted by a humanSolution:• Fujitsu XAI allows you to discover and explain the causality of the AI
output. Finds individually useful causal relationships that are typicallymissed, by exhaustively testing all possibilities against table data,
providing explanations of decision results and field improvement actions
Benefit:• Go beyond human ability to process data with fast, exhaustive
calculations of causal relationships under all conditions, even frommassive amounts of data

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World-class AI solutions for immediate business results

Fujitsu Kozuchi AutoML
Challenges:• Lack of sufficient skilled data scientists to build ML models
to analyze data
• Standard AutoML models are difficult to understand andtherefore customizeSolution:• Fujitsu Kozuchi AutoML automates the process of designing and building
AI models to make it easier for non-data scientists to design, build,and tune them
Benefits:• Fujitsu’s proprietary AutoML technology enables rapid generationof highly accurate machine learning models, including trial-and-error
executable programs• It also provides the ability to automatically convert business issues into
appropriate mathematical expressions when they are entered in natural
language, and to automatically generate AI specific to customer business

Globally, Fujitsu expert engineers can help customers accelerate
AI adoption through a deep understanding of customer operations,data, and AI technology. Fujitsu can provide end-to-end support,
from consulting services and proof-of-concept (POC) throughto implementation and providing professional services.

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Vision for anelectronic board manufacturer
Challenge:• As most of Automated Optical Inspection (AVI)
systems for printed circuit boards are of highquality, manually examining flawed products
becomes a significant challenge
Benefits:• AI models created even with limited defective
product data
• Reduced burden on employees
for visual inspection
Effects:• Reduced people-hours for visual inspection• Reduced inspection costs by 25%

Fujitsu Kozuchi for Visionfor a beverage makerOriginal model
Original model+HDL

Accuracy

98%

70%
TimeChallenges:• Loss of focus due to vibration in the factory• Loss of accuracy due to varying brightnesslevels caused by differing lighting conditions
Benefits:• Ability of the AI model to detect and repair
subtle accuracy degradation, often overlookedby humans• Consistent high accuracy of AI models invarying conditions
Effects:• AI model accuracy, which otherwise would have
dropped to 70%, ​now self-heals to 98%

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Vision
for a large retail company
Challenge:• Difficulty in making store management
decisions relying solely on intuition andexperience of employees
Benefits:• Evidence-based understanding of on-site
conditions and sales• Utilize scientific data from surveillancecamera footage• Crime prevention
Effects:• Development of evidence-based policies• Discovery of customer trends• Management insight into actual store conditions

Fujitsu Kozuchi for Vision fora bus terminal in a large city
Challenge:• Difficulty in monitoring large bus terminal
to automatically identify fighting, loitering,vandalism, arguments, agitated groupsof people etc., to maintain peace and decorum
Solutions:• Fujitsu Kozuchi for Vision- Suspicious Behavior Detection
Ease of editing rules to detect various typesof behaviors
Benefits:• Ability to automatically notify security
after detection, even if no monitor is present• Light configuration with installationof only cameras and no servers

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World-class AI solutions for immediate business results

Fujitsu Kozuchi Generative AI
for a large car manufacturer
Challenges:• Reduce time taken by call center to respondto customer questions• Difficulty in parsing large vehicle manuals
to respond quickly
Solutions:• Fujitsu Kozuchi Generative AI- load large manuals into a LLM- Interface to ask questions and get quicksummaries of solutions
Benefits:• Ability of the call center to offer rapid responsetime to customer queries• Go beyond human capacity to remember
and process large manuals• Ensure AI shows source of provided information(future plan)

Fujitsu Kozuchi AutoML
for a large university
Challenge:• Difficulty to work on data science ideas quickly
without having senior programming skills
Solution:• Fujitsu Kozuchi AutoML-ready Machine Learning code quickly with justa few prompts
Benefits:• Ready-to-use analytic pipeline for entry-level
scientists to review the process from start to finish• Allow students to focus on analyzing the data itself
rather than focus on implementation

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Vision
for a security services provider
Challenge:• Shortcoming of existing surveillance camera
solutions in automatically detecting suspicious
behavior
Solutions:• Fujitsu Kozuchi for Vision- Suspicious Behavior Detection
Ease of editing rules to detect various typesof behaviors
Benefits:• Automatically notify security after detection ofa suspicious event such as: breaking & entering,loitering, fighting, bullying, etc.
• Ability to extend automated security services tohouses, schools, ATMs, utilities and mission criticalinfrastructure, state penitentiaries, banks, etc.

Fujitsu Kozuchi for Vision
for a building materials
manufacturer
Challenges:• Facing quality assurance issues• Need to detect faulty manufactured products
to identify cause
Solutions:• Fujitsu Kozuchi for Vision- Product Defect Inspection
Benefit:• Automate quality assurance process to minimize
product defects and down times

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Vision
for a large airport
Challenges:• Inability to monitor and manage queue build-up• Difficulty to detect people in areas off-limits andprevent accidents
Solutions:• Fujitsu Kozuchi for Vision- Monitor queue build-up, restroom usage,
population density; detect persons in areas
outside defined perimeter, abandoned bags,
accident-prone situations, etc.
Benefits:• Better customer service with less human interaction• Improved safety & efficiency of airport operations

Fujitsu Kozuchi Generative
AI for an energy supplier
Challenges:• Looking for automation to make service desk
more efficient• Need for proactive monitoring to anticipate
incidents
Solution:• Generative AI & LLMs integrated with ServiceNow
to capture better data in tickets and improve
service desk performance
Benefits:• Better quality incident handling• Smoother operations• Overall cost reduction

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World-class AI solutions for immediate business results

Fujitsu Kozuchi for Vision
for a public transport authority
Challenge:• Need to detect antisocial behavior(fighting, assaults and conflict)on public transport
Solutions:• Fujitsu Kozuchi for Vision- Suspicious Behavior Detection
Ease of editing rules to detect various typesof behaviors
Benefits:• Deterrent and better handling of antisocial
behavior situations

Fujitsu Kozuchi for Vision
for a large manufacturing
company
Challenges:• Facing quality assurance issues• Need to monitor work process(screw tightening sequence)• Need to ensure correct installationof parts automaticallySolution:• Fujitsu Kozuchi for Vision- Operational Process Analysis- Product Defect Inspection
Benefit:• Automate quality assurance process to minimize
product defects and down times
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World-class AI solutions for immediate business results

Fujitsu regularly works closely with customers on a co-creation approach, to solve
new social and organizational challenges, and build new use cases, using AI andother key technologies.
If this brochure inspires you to consider new ways of leveraging AI to solve yourspecific business issues, reach out to us, and mention the reference code: 4231.

To know more about Fujitsu Kozuchi, please visit
www.fujitsu.com/global/kozuchi

Contact
AskFujitsu@fujitsu.com
Reference code: 4231

© Fujitsu 2024 | 9379-06. All rights reserved. Fujitsu and Fujitsu logo are trademarks of Fujitsu limited registered in many jurisdictions worldwide.
Other product, service and company names mentioned herein may be trademarks of Fujitsu or other companies. This document is current as of theinitial date of publication and subject to be changed by Fujitsu without notice. This material is provided for information purposes only and Fujitsu assumes
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no liability related to its use.