Credit Process Design & GAP Analysis

Benchmarking against
Global Best Practice

Roadmap of
inititiatives

Optimization of lending
workflow and decision making

Credit Risk Transformation

CRIF pedrigree on lending processes design and solution implementation to support banks in their digital transformation journey.

Success Stories

HOW WE HELPED OUR CLIENTS UNLOCK THEIR POTENTIAL
Discover how some of the world's most important companies improved their performance and defined a brand-new digital path, both for them and for their clients.

E-commerce Main Player in the UAE

Onboarding e-commerce customers for Buy Now Pay Later (BNPL) loans

Fintech looking for risk assessment during their onboarding journery of Buy Now Pay Later customers. Since the product is in launch phase, CRIF supported the client by bringing in risk and transaction scorecards with our data driven knowledge of the local market and expertise developed on e-commerce lending.

  • Solutions Adopted
  • Machine learning based Look-alike scorecard to assess the risk of the customer based on their demograhic features
  • Transaction level scorecard to segment different e-commerce purchases based on the cart information
  • Final GO/NO GO strategy for lending BNPL

Results

31Gini index

for look-alike scorecard with demographics only. Transaction scorecard in progress

Saudi Tier-1 Bank

Micro Busisness Origination Process Review

In view of a signficant porfolio growth the MSME division of the bank was embarking a digital transformation program to enhance customer experience and reduce TAT and better control risk.

In view of a signficant porfolio growth the MSME division of the bank was embarking a digital transformation program to enhance customer experience and reduce TAT and better control risk.

  • Consulting engagment
  • Support the bank to re-design the process
  • Identify inistitatives roadmap

Results

18month

to roadmap

60%

Room to average TAT reduction

< 6month

Quick win ROI

< 18month

Stratrgic inititavies implementation ROI

Key Benefits

Optimal data collection and use
Take decision based on predictive analytics
Follow compliance and regulatory inputs
Optimal allocation of recources
Detailed inputs for banks digital investments

Main Features

Main Features

Gaps against Best Practice
Multiple dimentions investigations
Bechmarking against regional peers
detailed list of actions
classification of inititatives as: Quick-Wins, Strategic Initiatives; Nice-to- have
THE HEART OF DIGITAL BANKING

Technology is so powerful right now and offers many solutions to support financial systems undergoing radical change.

That’s why we want financial institutions to discover our idea of a future packed with opportunities that we already provide.