case studies
Qarar helps its clients solve business challenges and achieve optimal business outcomes.
Consulting, decision analytics and software technology to deliver tailor-made customer management and process automation solutions.
our solutions
Range of solutions in predictive data analytics to optimise your business strategies and maximise profit.
Qarar Modelling Services
Best Practice Model Management Throughout the Credit Risk Scorecard Lifecyle
-
Data
Data
Data is the raw material behind any successful model development project. Identifying the right data set and deriving the required characteristics is the most crucial step. Our data experts can help you throughout all the steps in your model data preparation phase
Data Services
- Data Validation
- Data Collation
- Data Wrangling
- Characteristic Generation
- Alternate data source assesment
-
Modelling
Modelling
Applying the right analytical technique to the right data set is critical in solving any problem statement. Qarar data science engineers can help you identify the type of model and the most appropriate approach depending on the outcome you wish to predict. Select from a number of different advanced analytical approaches
Modelling Services
- Predictive assessment
- Traditional modelling
- Machine learning
- Performance validation andstability
- Scorecard scaling and calibration
-
Deployment
Deployment
Applying advanced analytics help achieve not only decision accuracy but also speed of decision making. Make sure that you deploy your models in a configurable, easy to use and easy to monitor solution that provides you with the flexibility to fine tune your models when required and the flexibility of defining actions from these models. Automate
to Accelerate.Deployment
- Executable analytics
- Decision Smart decision engine on-premise
- Qarar hosted deployment solution
- Loan Origination System deployment
-
Strategy
ImplementationStrategy
ImplementationDefining the strategies and action to take for every customer interaction is as important as predicting customer behaviors. Our domain industry experts can help design winning customer strategies based on your developed models, embed your models into everyday operations and define actions on each customer.
Strategy Implementation
- Tailored Recommendations
- Policies, Strategies and Cut offs
- Comprehensive training programs
- Access to industry experts
-
Monitoring
Monitoring
All models have a shelf life and as organizations' reliance on advanced models to make every day critical business and customer decision increase so does the need to make sure the performance and up keep of your models is maintained. Qarar consultants can help you regularly monitor and track key model KPIs and provide regular feedback and recommendation on model
enhancement.Monitoring
- Tracking and monitoring
- Scorecard performance
- Data storage for future builds
- Recalibration
- Scorecard reweight
- Alternate data source assesment
news & events
See how customers are using Qarar products, services, and technology.
- Qarar came out far ahead compared to other companies looking to do business with us.
- Qarar worked with us through and through on our journey of launching our consumer bank.
- Qarar was patient and created a dialogue with us in their process of helping us build scorecards for our customers.
Aamir Kureshi – Head, Global Consumer Banking
Play Video