Predictive Insights

Analytics remain a top priority for our clients and is the most sought-after of our service offerings. Our team based in our competency center includes senior architects and thought leaders who are helping our clients break new ground in the data science, analytics and machine learning spaces. We create flexible environments that allow businesses to quickly and accurately integrate new data sources and reporting requirements. Our advanced analytics solutions allow clients to generate actionable information from multiple sources of data.
Big Data is the biggest hame-changing opportunity for marketing and sales since the Internet went mainstream almost 20 years ago. The data big bang has unleashed torrents of petabytes about everything from customer behaviors to information about assets, people and materials.  Ennosys uses analytics to identify valuable business opportunities from the data to drive decisions and improve marketing return on investment. Our solutions help companies identify data sources that are disparate, integrate them in to a sustainable data solution, and then leverage that data using analytics solutions and self service tools to generate insights. Building a data-driven culture that leverages these insights and data is critical to the success of these efforts and our teams also work with companies to transform their process to leverage these newly designed tools and insights. 

Banking and Financial Analytics: Experience

Core Banking: Collateral/Liquidity

  • Analytics Models to predict customer preferences by segment, Geo etc (Investment Management Case)
  • Enhance relationship pricing by marrying data through commercial, investments and mortgage products lines
  • Create data lake to build a model to predict opportunities for credit authorization 

Risk Management

  • Proactive integration in to AML and Fraud Management Triggers (Azure ML model)
  • Enrich stress testing and proactively management liquidity risk
  • Smart BOT based integration to manage KYC/Risk paperwork

Cash Management

  • Prediction models for proactive management of cash and working capital needs (R-squared and cash model)
  • Optimization projects on support of Cash Management application at client
  • Lean Model applications to optimize and resolve bottlenecks in payment processing

Analytics and Machine Learning: Use Cases

Cash Flow and Payment Prediction

The Ennosys Team worked with a bank to predict cash flows and reserves using time series regression models. Created a net credit loss report for Collections division and W/O prediction using historic data. The team also worked on a project to predict risk models for payment risk analysis. This resulted in a model that allowed for a 18% lower flow through to a W/O
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NLP and Semantic Analysis

At a client, Ennosys, worked on a solution processing structured and unstructured data, and comparing contracts and legal documents. This aided the legal and document management teams at the client in ensuring better quality of document and contracts. The solution also helped improve the processing efficiency of their claims and eligibility
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Cross Sell Analytics

At major retail banks and asset management company, the Ennosys team worked on building a single view of the customer. This solution leveraged a AI backed engine which mined both internal data in addition to data from the web and social media to build a data lake. The engagement resulted in 13.2K new sales leads with a 65% success rate 
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