Success story

Banco Galicia onboards new corporate customers in minutes with intelligent NLP platform

 
 
  • INDUSTRY
    Financial Services
  • REGION
    Latin America (LATAM)
  • HEADQUARTERS
    Buenos Aires, Argentina
  • SIZE
    5,400 employees

Challenge

Onboarding corporate clients slower than the competition

Banco Galicia is one of Argentina’s leading private banks, with 5,400 employees serving 3 million personal banking customers and 150,000 businesses of all sizes and across all sectors. Its services span everything from financing to billing and payments and even investment. It also has foreign trade products for customers who operate abroad. A traditional bank, Banco Galicia is a leader in technology innovation.

Banco Galicia’s Official Acceptance of Credentials (OAC) process determines whether a corporate client can perform financial transactions with the bank. The process, part of the critical ‘Know Your Customer’ (KYC) model, took up to 20 days to complete – considerably slower than the competition.The legal, financial, and economic documentation was unstructured and contained a lot of human language; it had to be processed, analyzed, and verified manually by different teams. 

The bank wanted to become the most responsive bank in its financial market and the fastest to verify corporate clients. As a first step toward what is known as ‘Bank 4.0’, the bank set itself a goal of reducing verification time to one week. A new project sought to reduce the number of days for OAC processes so new corporate customers could access the bank’s services faster.

Solution

Building an open source intelligent NLP platform

Banco Galicia worked closely with Red Hat Consulting to build an AI-based intelligent NLP platform. Red Hat OpenShift provides the on-premise platform with a reliable and highly available foundation, with the AI workloads deployed in containers to optimize inference processing.

To develop and train the AI models, Banco Galicia’s data scientists use a comprehensive set of open source AI tools from the Open Data Hub (ODH) open source project. This includes Jupyter Notebooks (for development) and  TensorFlow and scikit-learn (for training), which all run on Red Hat OpenShift. 

Continuous re-training the API-based models allows the bank to improve processes, and then make the models available for other projects and areas. 

Banco Galicia also takes advantage of Red Hat Integration and Red Hat Single Sign-on (SSO) to further streamline the platform. Red Hat Integration technologies expose models to any internal workloads not running on the cloud, while Red Hat SSO simplifies and secures access across the Red Hat technologies.

Dive deeper into Banco Galica’s NLP solution

Hear more from Banco Galicia on how they built their AI/ML solution and what the future holds for this innovative project.