AI Engine for
Risk Measurement

AI Engine for
Risk Measurement

ApPello’s AI Engine is a unique end-to-end modelling platform, that enables to build and deploy high performing AI models in a blink of an eye.  The platform serves multiple use cases across business units and helps institutions to make faster and smarter decisions.

Discover
Product Details

ApPello’s AI Engine allows organizations to use modern AI prediction models using only a few clicks, without a large group of Data Scientists involved. 

This world-class predictive analytics software serves several business use cases and enables to track and manage all models centrally.


AI portfolio

Propensity
to buy

The solution identifies additional customer volume who are likely to engage for a business offering, resulting competitive edge on the market. Using ApPello’s AI Engine for building propensity to buy models will help to minimize marketing expenditures, maximize client audition potential and allows to concentrate efforts on groups that are really matter to a business.

Credit
scoring

Build next generation Credit Scoring models with a few clicks. Precise AI-powered prediction enables to minimize risk exposure and fight against bad loans.  
ApPello’s AI Engine results a faster and smarter credit decision.

Watchlist signal
generation

ApPello’s AI Engine helps identifying early stress signals by using machine learning capabilities.
With the power of AI the system allows to uncover hidden patterns in customer behavior and transforms manual monitoring on a post-facto basis to reactive risk management.

 

Collection
optimization

ApPello’s AI Engine helps to optimize end-to-end monitoring and collection processes, identifies delinquent customers significantly faster than traditional business models. Instantly recommends actions analysing customer behaviour and risk profile.
The customized collection process eventually results greater efficiency in average collection time and cutting unnecessary costs.


Benefits

Increased sales and retained customers, reduced risk
ApPello’s AI Engine serves a large variety of use cases, from credit risk to propensity to buy and churn modelling

Reduced development and implementation costs
Our intuitive low code/no code environment and AutoML functions do not require a large group of Data Engineers

Rapid model development
Build AI models with a few clicks away and deploy them instantly by saving time and resources

Flexible integration and fast deployment
No need to change legacy systems or applications, ApPello’s AI Engine can be integrated easily to any platform

Automated ML models
AutoML helps to build and choose the best performing models to make smarter decision

Low code/ no code environment
The low code/no code platform doesn’t require any special programing background.

Process of
AI Engine

Import, explore & transform data

  • Data import
  • Data exploration/profiling
  • Data Transformation
  • Variable analysis
  • Feature engineering

Create and compare models

  • Setting target variable
  • Sample Splitting
  • Model selection
  • Model parameter setting
  • Analyse results and performance

Interpreting models

  • Charts, graphs, tables, ect.
  • Explaining model algorythms
  • Auto documentation

Deploying models

  • Auto decisioning

Predictive
Analytics

ApPello’s AI Engine supports any kind of predictive analytics use cases. Simply create your business use case and let our world-class predictive modelling framework help you to make the best decision.  Credit Scoring,  Propensity to buy modelling or Churn modelling are only a few out of the large number of business use cases which has already tested and deployed within our platform successfully.

Multiple
Data sources

The platform allows to load data directly from data warehouses, cloud or any kind of external files. Flexible connection ensures the essence of machine learning process, the continuous learning and optimal decision.

Model
Configuration

Building reliable machine learning models can take up significant time and resources.  We simplified the modelling processes by creating a low code/no code environment, where experts can run and parameterize AI models in a blink of an eye. As a result, cost of development and implementation reduces significantly.

Compare and monitor
Model performance

Organizations are keen to make the best possible decisions. ApPello’s AI Scoring platform enables users to check models’ performance indicators side by side, then choose and deploy the best performing option.

Furthermore we can  track the lifecycle and monitor the performance of each model and intervein the right time if necessary.

Flexible
Integration

ApPello’s AI Engine can be deployed anywhere, it won’t require to change legacy systems or buy narrow AI applications, simply deploy your models in your existing CRM, Loan origination or Monitoring systems and enjoy the benefit of your new intelligent application.

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