Data Architecture:
Designing and structuring of data-related resources, including data storage and warehousing, data integration, and data modelling
o Data Storage: Decisions about where and how data is physically or virtually stored in databases, warehouses, data lakes, or cloud .
o Data Integration and Modelling: Techniques and technologies, such as ETL, ELT, and Data Virtualisation, to collate and connect data from disparate sources .
o Data Management & Security: Managing the lifecycle of data, from creation and storage to deletion and protecting data from unauthorized access
o Data Management & Security: Managing the lifecycle of data, from creation and storage to deletion and protecting data from unauthorized access
Data Analytics and Reporting
Transforming data into actionable insights through descriptive, predictive, and prescriptive analytics, and business intelligence.
o Data Analytics: Tools and technologies for descriptive, diagnostic, predictive, and prescriptive analytics
o Business Intelligence: Tools and technologies for data processing (BI tools, data warehousing, OLAP) to transform raw data into actionable insights for decision-making.
o Dashboarding and Reporting: Visual dashboards, reports, and data summarization techniques to help track key metrics, analyze trends, and communicate insights.
o Business Intelligence: Tools and technologies for data processing (BI tools, data warehousing, OLAP) to transform raw data into actionable insights for decision-making.
o Dashboarding and Reporting: Visual dashboards, reports, and data summarization techniques to help track key metrics, analyze trends, and communicate insights.
Data Governance and Culture
Policies, standards, and processes that ensure data is managed efficiently across the organization
o Overarching strategy and practice that ensures high quality throughout the complete lifecycle of a company's data
o Developing an appropriate data culture and building a constant feedback loop will ensure continuous improvements to data utilisation.
o Developing an appropriate data culture and building a constant feedback loop will ensure continuous improvements to data utilisation.


Early Warning Signal iEWS®
- Revolutionizing illiquid credit markets with AI-driven insights and risk assessment.
- Predictive analytics to navigate the complexities of illiquid securities effectively.
- Leverage EWS’s advanced algorithms for comprehensive, real-time credit and risk analysis.
Empowering Financial Decisions Through Advanced Computational Solutions
Harness cutting-edge computational techniques and innovative risk technology to solve complex financial problems. ALP enables financial entities to optimize risk-return profiles, enhance decision-making, and navigate compliance and uncertainty with precision.

Client cases
Policy Enhancement and Fraud Risk Assessment
Credit Risk Anomaly Detection – Deutsche Bank London
Model Risk Management, Climate Risk Stress Testing
Designing and Implementing Credit Risk
Case Study and Implementing Climate Risk Management
Climate Risk Stress Testing Solution Deployment
Assisting in enhancing multiple internal activities
ALM analysis, Optimization and restructuring
Research Papers
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Insights

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Research Papers
We are data, AI and digital experts sharing our insights and thought leadership content.
Research Papers
We are data, AI and digital experts sharing our insights and thought leadership content.

Transition Risk Models for Loan Portfolio Stress Testing with Respect to Climate Scenarios
Rui Qin, PhD Ashwani Roy

Bridging Diffusing-Diffusivity and Stochastic Volatility: Insights from Physics to Finance
Rohit Jaina
, Rui Qin, and Ashwani Roy