Best Consultant

A group of top experts with experience in both global and local best practices, as well as practical experience in financial institutions.

Best Strategy

​A professional consulting group that has successfully completed numerous projects satisfying customers through top-notch skills.

Best Solution

Providing impartial, objective, and more accurate data analysis solutions without bias towards any particular aspect.

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About

The best choice for your business.

PANIROIS is the leading consulting firm in Korea with the most extensive project experience in the country, based on its project experiences with both global and local consulting groups.

Best Consultants

Expertized

Un-bounded

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Our consulting services

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PANI Service
01 Scoring Model

A scoring model is a model used to assess the future risk based on the information of loan applicants or data from customers' existing accounts

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PANI Service
02 Analytic, Strategy consulting

We provide comprehensive consulting services for developing various strategies using the client's data and developed models to achieve the company's business objectives, as well as for the operation and validation of these strategies.

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PANI Service
03 Big Data & AI Technology

We utilize AI technology to analyze big data and assist in financial information services

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PANI Service
04 Overseas Analytic Consulting

We have actively led various projects not only in the domestic market but also in international markets

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Solution
01 DMPS

Perform data preparation, strategy development, sharing of development results, and execution all in one platform in a "One Shot" manner.

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Solution
02 SAS® Viya™

SAS® Viya™ is an AI, analytics, and data management platform that runs on a scalable cloud-native architecture.

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Solution
03 FICO Model Builder

FICO is the world's leading provider of analytics software, solutions, and services.

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Solution
04 Collections XP

To optimize debt recovery activities, a user-centric (Self-service) strategy setting tool is essential.

services

Why choose us

Why us
  • OUR BEST 3
  • ONE AND ONLY
  • TRUST WITH PARTNER
  • LEADING PARTNER

OUR BEST 3

We are a professional consulting group comprised of top experts with experience in both Global & Local Best Practices as well as practical experience in financial institutions. With our top-notch skills, we have successfully executed numerous projects that satisfy our clients. Furthermore, we provide accurate data analysis solutions that are impartial and unbiased.


  • BEST CONSULTANT
  • BEST STRATEGY
  • BEST SOLUTION
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THE ONE AND ONLY

PANIROIS has successfully led various projects in Korea for the first time with its unique expertise and skills.


  • 1st time in Korea Development of 'Semi-Custom' Model through various data.
  • 1st time in Korea Calculation of Risk Components (RC) and credit risk based on Basel in second-tier financial companies.
  • 1st time in Korea Implementation of improved capabilities of delinquency collections and NPL Valuation Model Development.
  • 1st time in Korea Develop of CSS in Foreign subsidiary of Korean Banks.
  • 1st time in Korea Development of the World's First Reinforcement Learning Model and Korea’s the first Machine Learning in banking sector.
  • 1st time in Korea Development of CSS with telecommunication data and alternative scoring with MyData.

TRUST WITH PARTNER

“There are financial institutions that have never performed a project with PANIROIS, but there are none that have done so only once.”
There has been a 97% increase in financial institutions continuously engaging in projects with PANIROIS.


  • KB Kookmin Bank 14 Projects
  • KB Kookmin Card 12 Projects
  • NH Nonghyup Bank 6 projects
  • BC Card 4 projects
  • Woori Bank 4 projects
  • Hana Bank 4 projects
  • Others 32 projects
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LEADING PARTNER

Always leading in technology, both as a company and as consultants


  • Development of credit evaluation models utilizing telecom data for the first time globally and domestically, and collaboration product development with banks
  • Consulting on the development of retail credit evaluation models and strategies for the first internet bank in Korea
  • The first NPL bond valuation (NPV) project in Korea
  • Development of the world's first machine learning credit evaluation models and integration of lending approval strategies
  • Development of the first Explainable Machine Learning model in Korea and the company with the most project executions
  • Development of personal and corporate loan limit strategies using reinforcement learning algorithms for the first time globally and domestically
  • Consulting on providing optimal credit products based on the prediction of customer preferences for the first time in Korea
  • Development of local-targeted AS models and strategies for overseas local corporate banks (Canada Exchange Bank & Southeast Asian banks and multiple card developments)
  • Development of retail and corporate lending strategy models based on future customer behavior prediction
  • Development of alternative credit evaluation models based on MyData and customer asset information

Our team members

Team members
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Seung Ho Choi

CEO / Principal Consultant
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Sei Hoon Kim

Managing Director
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Yong Sung Park

Managing Director
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Tae Su Park

Director

Top domestic consultants providing innovative consulting services based on analytics.

Providing innovative consulting services based on analytics, led by top consultants in Korea. PANIROIS is a leading expert in predicting customer behavior and risk using mathematical algorithms through big data analysis and predictive modeling.

Our Consultant
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Customers love us

customers