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Service

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Use Cases

About Us

Contact

Service

Technology

Use Cases

About Us

Contact

Use Cases

Industry-Specific
AX Cases

Addressing complex business challenges through tailored, client-specific AI initiatives

Partners

Case Study

Telecommunications

Consulting

MICE

Government/Tech

E-commerce

Customer Service

Education

Case Study

Telecommunications

Consulting

MICE

Government/Tech

E-commerce

Customer Service

Education

Case Study

Telecommunications

Consulting

MICE

Government/Tech

E-commerce

Customer Service

Education

Lightstorm: Cognitive Network AI Twin

Telecommunications

Challenges

The need to streamline response procedures for network infrastructure–related data issues

Solution

Development of an integrated AI agent connected to a knowledge graph

Key Outcomes

- All requested features and performance requirements delivered within three weeks, achieving 100% customer satisfaction

- Implementation of a real-time network investigation system supporting performance, security, scalability, and fault analysis queries

- A network architecture enabling data center mapping and real-time router data visualization

- Real-time visibility achieved, critical decision-making automated, and service impact assessment processes streamlined

- Solution demonstrated at Mobile World Conference 2025

Lightstorm: Cognitive Network AI Twin

Telecommunications

Challenges

The need to streamline response procedures for network infrastructure–related data issues

Solution

Development of an integrated AI agent connected to a knowledge graph

Key Outcomes

- All requested features and performance requirements delivered within three weeks, achieving 100% customer satisfaction

- Implementation of a real-time network investigation system supporting performance, security, scalability, and fault analysis queries

- A network architecture enabling data center mapping and real-time router data visualization

- Real-time visibility achieved, critical decision-making automated, and service impact assessment processes streamlined

- Solution demonstrated at Mobile World Conference 2025

Lightstorm: Cognitive Network AI Twin

Telecommunications

Challenges

The need to streamline response procedures for network infrastructure–related data issues

Solution

Development of an integrated AI agent connected to a knowledge graph

Key Outcomes

- All requested features and performance requirements delivered within three weeks, achieving 100% customer satisfaction

- Implementation of a real-time network investigation system supporting performance, security, scalability, and fault analysis queries

- A network architecture enabling data center mapping and real-time router data visualization

- Real-time visibility achieved, critical decision-making automated, and service impact assessment processes streamlined

- Solution demonstrated at Mobile World Conference 2025

Lightstorm: Cognitive Network AI Twin

Telecommunications

Challenges

The need to streamline response procedures for network infrastructure–related data issues

Solution

Development of an integrated AI agent connected to a knowledge graph

Key Outcomes

- All requested features and performance requirements delivered within three weeks, achieving 100% customer satisfaction

- Implementation of a real-time network investigation system supporting performance, security, scalability, and fault analysis queries

- A network architecture enabling data center mapping and real-time router data visualization

- Real-time visibility achieved, critical decision-making automated, and service impact assessment processes streamlined

- Solution demonstrated at Mobile World Conference 2025

PwC: Audit Studio

Consulting

Challenges

Manual audit work processes and demanding compliance risk management

Solution

Development of an AI solution to optimize and automate audit workflows

Key Outcomes

- Audit cycle time reduced from over two weeks to three days (78% reduction)

- Improved manager efficiency and productivity by enabling focus on high-value tasks

- Compliance ensured through adherence to industry regulations and internal standards, strengthening risk management capabilities

PwC: Audit Studio

Consulting

Challenges

Manual audit work processes and demanding compliance risk management

Solution

Development of an AI solution to optimize and automate audit workflows

Key Outcomes

- Audit cycle time reduced from over two weeks to three days (78% reduction)

- Improved manager efficiency and productivity by enabling focus on high-value tasks

- Compliance ensured through adherence to industry regulations and internal standards, strengthening risk management capabilities

PwC: Audit Studio

Consulting

Challenges

Manual audit work processes and demanding compliance risk management

Solution

Development of an AI solution to optimize and automate audit workflows

Key Outcomes

- Audit cycle time reduced from over two weeks to three days (78% reduction)

- Improved manager efficiency and productivity by enabling focus on high-value tasks

- Compliance ensured through adherence to industry regulations and internal standards, strengthening risk management capabilities

PwC: Audit Studio

Consulting

Challenges

Manual audit work processes and demanding compliance risk management

Solution

Development of an AI solution to optimize and automate audit workflows

Key Outcomes

- Audit cycle time reduced from over two weeks to three days (78% reduction)

- Improved manager efficiency and productivity by enabling focus on high-value tasks

- Compliance ensured through adherence to industry regulations and internal standards, strengthening risk management capabilities

ezpmp: Lead X

MICE

Challenges

The need for an exhibitor recommendation system aligned with visitor interests and objectives

Solution

Development of Lead X, an AI concierge chatbot designed to enhance networking efficiency at exhibitions

Key Outcomes

- Personalized recommendations enabled rapid discovery of relevant companies, increasing overall exhibition satisfaction

- Interest-based company matching generated meaningful business opportunities and improved connection efficiency

- Data captured through the recommendation system provided actionable insights for future exhibition planning and operations

ezpmp: Lead X

MICE

Challenges

The need for an exhibitor recommendation system aligned with visitor interests and objectives

Solution

Development of Lead X, an AI concierge chatbot designed to enhance networking efficiency at exhibitions

Key Outcomes

- Personalized recommendations enabled rapid discovery of relevant companies, increasing overall exhibition satisfaction

- Interest-based company matching generated meaningful business opportunities and improved connection efficiency

- Data captured through the recommendation system provided actionable insights for future exhibition planning and operations

ezpmp: Lead X

MICE

Challenges

The need for an exhibitor recommendation system aligned with visitor interests and objectives

Solution

Development of Lead X, an AI concierge chatbot designed to enhance networking efficiency at exhibitions

Key Outcomes

- Personalized recommendations enabled rapid discovery of relevant companies, increasing overall exhibition satisfaction

- Interest-based company matching generated meaningful business opportunities and improved connection efficiency

- Data captured through the recommendation system provided actionable insights for future exhibition planning and operations

ezpmp: Lead X

MICE

Challenges

The need for an exhibitor recommendation system aligned with visitor interests and objectives

Solution

Development of Lead X, an AI concierge chatbot designed to enhance networking efficiency at exhibitions

Key Outcomes

- Personalized recommendations enabled rapid discovery of relevant companies, increasing overall exhibition satisfaction

- Interest-based company matching generated meaningful business opportunities and improved connection efficiency

- Data captured through the recommendation system provided actionable insights for future exhibition planning and operations

Meta: Llama Playground

Government/Tech

Challenges

The need for an AI solution capable of improving government workflows in offline and local environments

Solution

Development of an on-device solution leveraging the Llama model to automate document analysis and generation in offline settings

Key Outcomes

- Significant efficiency gains achieved in the editing and creation of government sensitive institutional documents

- All operations executed locally and offline, ensuring robust protection of sensitive data from external exposure

- Context-aware AI responses enabled faster and more informed decision-making

Meta: Llama Playground

Government/Tech

Challenges

The need for an AI solution capable of improving government workflows in offline and local environments

Solution

Development of an on-device solution leveraging the Llama model to automate document analysis and generation in offline settings

Key Outcomes

- Significant efficiency gains achieved in the editing and creation of government sensitive institutional documents

- All operations executed locally and offline, ensuring robust protection of sensitive data from external exposure

- Context-aware AI responses enabled faster and more informed decision-making

Meta: Llama Playground

Government/Tech

Challenges

The need for an AI solution capable of improving government workflows in offline and local environments

Solution

Development of an on-device solution leveraging the Llama model to automate document analysis and generation in offline settings

Key Outcomes

- Significant efficiency gains achieved in the editing and creation of government sensitive institutional documents

- All operations executed locally and offline, ensuring robust protection of sensitive data from external exposure

- Context-aware AI responses enabled faster and more informed decision-making

Meta: Llama Playground

Government/Tech

Challenges

The need for an AI solution capable of improving government workflows in offline and local environments

Solution

Development of an on-device solution leveraging the Llama model to automate document analysis and generation in offline settings

Key Outcomes

- Significant efficiency gains achieved in the editing and creation of government sensitive institutional documents

- All operations executed locally and offline, ensuring robust protection of sensitive data from external exposure

- Context-aware AI responses enabled faster and more informed decision-making

Microsoft: Contoso Super Store

E-Commerce

Challenges

The need for a personalized shopping experience based on customer preferences and purchase history

Solution

Development of an agent delivering personalized shopping experiences

Key Outcomes

- Product recommendations tailored to individual purchasing behavior using customer data

- Customer engagement enhanced through voice-enabled multimodal AI interactions

Microsoft: Contoso Super Store

E-Commerce

Challenges

The need for a personalized shopping experience based on customer preferences and purchase history

Solution

Development of an agent delivering personalized shopping experiences

Key Outcomes

- Product recommendations tailored to individual purchasing behavior using customer data

- Customer engagement enhanced through voice-enabled multimodal AI interactions

Microsoft: Contoso Super Store

E-Commerce

Challenges

The need for a personalized shopping experience based on customer preferences and purchase history

Solution

Development of an agent delivering personalized shopping experiences

Key Outcomes

- Product recommendations tailored to individual purchasing behavior using customer data

- Customer engagement enhanced through voice-enabled multimodal AI interactions

Microsoft: Contoso Super Store

E-Commerce

Challenges

The need for a personalized shopping experience based on customer preferences and purchase history

Solution

Development of an agent delivering personalized shopping experiences

Key Outcomes

- Product recommendations tailored to individual purchasing behavior using customer data

- Customer engagement enhanced through voice-enabled multimodal AI interactions

PwC: AXIS

Customer Service

Challenges

The need for a versatile voice agent applicable across industries

Solution

Development of an AI voice agent offering multilingual and voice-style options

Key Outcomes

- Exhibited at PwC Gen AI Labs and contributed to client sales

- A flexible architecture enabling users to design workflows and customize AI agents independently

- Knowledge-base integration enabling AI agents to deliver more accurate and context-aware responses

PwC: AXIS

Customer Service

Challenges

The need for a versatile voice agent applicable across industries

Solution

Development of an AI voice agent offering multilingual and voice-style options

Key Outcomes

- Exhibited at PwC Gen AI Labs and contributed to client sales

- A flexible architecture enabling users to design workflows and customize AI agents independently

- Knowledge-base integration enabling AI agents to deliver more accurate and context-aware responses

PwC: AXIS

Customer Service

Challenges

The need for a versatile voice agent applicable across industries

Solution

Development of an AI voice agent offering multilingual and voice-style options

Key Outcomes

- Exhibited at PwC Gen AI Labs and contributed to client sales

- A flexible architecture enabling users to design workflows and customize AI agents independently

- Knowledge-base integration enabling AI agents to deliver more accurate and context-aware responses

PwC: AXIS

Customer Service

Challenges

The need for a versatile voice agent applicable across industries

Solution

Development of an AI voice agent offering multilingual and voice-style options

Key Outcomes

- Exhibited at PwC Gen AI Labs and contributed to client sales

- A flexible architecture enabling users to design workflows and customize AI agents independently

- Knowledge-base integration enabling AI agents to deliver more accurate and context-aware responses

Fast campus: Cami

Education

Challenges

The need for an AI learning assistant to enhance student learning efficiency

Solution

Development of an AI tutor capable of watching lecture videos alongside students and providing real-time Q&A

Key Outcomes

- 87% satisfaction achieved among active users, with sustained growth in engagement

- Client brand value strengthened through personalized AI service delivery

- Approximately 6,000 new users acquired and over 40,000 cumulative interactions recorded

Fast campus: Cami

Education

Challenges

The need for an AI learning assistant to enhance student learning efficiency

Solution

Development of an AI tutor capable of watching lecture videos alongside students and providing real-time Q&A

Key Outcomes

- 87% satisfaction achieved among active users, with sustained growth in engagement

- Client brand value strengthened through personalized AI service delivery

- Approximately 6,000 new users acquired and over 40,000 cumulative interactions recorded

Fast campus: Cami

Education

Challenges

The need for an AI learning assistant to enhance student learning efficiency

Solution

Development of an AI tutor capable of watching lecture videos alongside students and providing real-time Q&A

Key Outcomes

- 87% satisfaction achieved among active users, with sustained growth in engagement

- Client brand value strengthened through personalized AI service delivery

- Approximately 6,000 new users acquired and over 40,000 cumulative interactions recorded

Fast campus: Cami

Education

Challenges

The need for an AI learning assistant to enhance student learning efficiency

Solution

Development of an AI tutor capable of watching lecture videos alongside students and providing real-time Q&A

Key Outcomes

- 87% satisfaction achieved among active users, with sustained growth in engagement

- Client brand value strengthened through personalized AI service delivery

- Approximately 6,000 new users acquired and over 40,000 cumulative interactions recorded

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Korea, Republic of
10F, 23 Yeouidaebang-ro 69-gil, Yeongdeungpo-gu, Seoul, South Korea

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3003 N. 1st Street, San Jose, California

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Korean

English

Begin your AI transformation
and redefine how your business operates

Speak with an AI Specialist

Terms & Conditions

Home

Service

Technology

About Us

Resources

Use Cases

Office

Korea, Republic of
10F, 23 Yeouidaebang-ro 69-gil, Yeongdeungpo-gu, Seoul, South Korea

US
3003 N. 1st Street, San Jose, California

India
Eldeco Centre, Malviya Nagar, New Delhi

Korean

English

Begin your AI transformation
and redefine how your business operates

Speak with an AI Specialist

Terms & Conditions

Home

Service

Technology

About Us

Resources

Use Cases

Office

Korea, Republic of
10F, 23 Yeouidaebang-ro 69-gil, Yeongdeungpo-gu, Seoul, South Korea

US
3003 N. 1st Street, San Jose, California

India
Eldeco Centre, Malviya Nagar, New Delhi

Korean

English

Begin your AI transformation and redefine how your business operates

Speak with an AI Specialist

Terms & Conditions

Home

Service

Technology

About Us

Resources

Use Cases

Office

Korea, Republic of
10F, 23 Yeouidaebang-ro 69-gil, Yeongdeungpo-gu, Seoul, South Korea

US
3003 N. 1st Street, San Jose, California

India
Eldeco Centre, Malviya Nagar, New Delhi

Korean

English