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ActivML

Powerful ActivML AI & Machine Learning. Structural Profiling plus Unconstrained Anomaly Detection combined with Predictive Classification, all supporting a user with in-depth Explanation Analytics offering data-driven business decision making to reduce revenue loss and limit enterprise risk.

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BENEFITS

AI/ML Modeling Solution That Identifies Even New Unknown Fraud Risks Minimizing Lost Revenue

Self-learning Structured Analytical Profiling, Unconstrained Anomaly Detection to identify the “unknown”, and Structured Classification Prediction for advanced risk analytical techniques.
 
ICON_AUTONOMOUS > Autonomous And Adaptive Learning

A constant iterative feedback loop that delivers robust self-learning, continually optimizing the solution.

  
ICON_REVENUE > Automated Data Insight Generation

No need to provide known knowledge. Automatically list structural profiles found from large data together with business-orientated explanations.

  
ICON_DISCREPANCIES > Predictive Modeling Algorithm

Behavioral operational analytics and complete prediction modelling support to power business decision making.

 
  
ICON_DATA > In-Depth Analytics

Graphical explainable representations coupled with flexible design and GUI-based configurability.

  
ICON_REAL TIME > Real-Time

Hybrid AI and machine learning platform provides predictive analytics for risk and fraud management in near real-time.

  
FEATURES

Fully Automated And Self-Learning With Adaptive Insight Beyond Risk And Fraud Detection

Building business assurance through multi-dimensional modeling.
> Hybrid AI Machine Learning Design

Employs both classic AI (declarative) and machine learning (non-declarative) with deep learning.
> Multiple Analysis Engines

Classification, prediction, clustering, anomaly detection, etc.
> Advanced AutoML Model Building

Performs feature engineering, data cleansing, sample selection, training/testing and model selection, decision boundary definition, continuous model monitoring and tuning.
> Behavioral Operational Analytics

With advanced feature extraction from transaction streams provides data for prediction and structural profiling.
> Rich Data Visualization Web Dashboard

Rich visual images of structural profiles. Reasons analysis for explainable AI. View production evaluation results and drill-down. Monitor and view learning metrics like data drift.
> Identification Of New Behavior

Automated analysis to recognize and describe new data patterns/change based on past experience. Atypical behavior can relate to fraud or security issues.
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CASE STUDIES

We deliver tailored solutions by deeply understanding each client's unique needs and requirements.
VIEW CASE STUDIES