Use Cases

Real-world applications of our AI-driven risk management solutions across key industries

Use Case 1

Renewable Energy Risk Management

Aser AI leverages real-time data and advanced AI to predict risks associated with green energy transition systems (e.g. Battery Energy Storage Systems, BESS).

In GTM Partnership with:

One of Malaysia's leading renewable energy solutions provider.

Advanced Analytics & Risk Management

Based on battery SOH (State Of Health) monitoring and comprehensive data analysis:

Battery Internal Sensor Time-Series Data

Real-time monitoring of battery performance metrics

Operational Data Analysis

Comprehensive operational performance tracking

Ambient Conditions & NatCat Exposure Data

Environmental risk factors and natural catastrophe exposure

Current Partnership:

We are working with some of the leading renewable energy companies to provide advanced battery analytics and predictive risk intelligence for utility-scale BESS (Battery Energy Storage Systems) operations.

Use Case 2

Electric Vehicles Risk Management

Aser AI analyses continuous telematics, battery telemetry and charging behaviour data to predict failures, prevent downtime and protect assets across the full EV lifecycle.

AI-Driven EV Risk Intelligence

Dynamic protection calibration based on data-driven loss models, offering tailored solutions from batteries to charging infrastructure.

Dynamic Protection Calibration

Adaptive risk models based on real-time vehicle data

Loss Model Analytics

Predictive modeling for EV-specific risk scenarios

Infrastructure Protection

Comprehensive coverage for charging networks and facilities

Emerging Use Cases

Next-generation applications currently in development

Use Case 3

REIT Risk Management

Support REIT's ESG risk assessment with future climate risk models and expected losses from physical risk exposures (e.g. floods, water seepage).

Future Expected Loss Quantification

Quantifying future expected loss for any given location

CAPEX Justification

Justify additional financing necessary to protect assets against future risk mitigation

OPEX Optimization

Recommendations on adaptation/resilience measures that positively impact OPEX

Re/Insurance Partnership

Fair insurance coverage in support of REIT's adaptation measures

Use Case 4

AI-driven Credit Risk Management

Real-time credit score updates and early fraud detection for social security and aid programs, enhancing risk management capabilities.

Real-time Credit Scoring

Dynamic credit assessment with continuous data updates

Fraud Detection Systems

Advanced AI algorithms for early fraud identification

Social Security Integration

Seamless integration with government aid programs