Cognitive Machine Learning for Financial Services
Cognitive Machine Learning involves programmed self-learning systems that use data mining, pattern recognition and Natural Language Processing (NLP) to reflect human actions. Within the realm of Artificial Intelligence, machine learning systems are based in computer science verses statistics and have an emphasis on prediction. Building these ‘cognitive’ models, therefore, requires a deep understanding of business operations, data inputs and factors that would impact the model so that it can continue learning and become more accurate with the requisite data.
Synechron’s Artificial Intelligence solutions for Cognitive Machine Learning combine a deep knowledge of data mapping and financial operations with powerful data analysis to conduct complex calculations from intraday liquidity to LCR reporting. To build the solutions, we’ve combined our knowledge of global regulatory requirements and finance, treasury and risk processes to automate calculations and predict future requirements.
Address complex liquidity, pricing and risk challenges
Machine learning uses advanced computer science models, data mining and pattern recognition combined with Natural Language Processing (NLP) to predict future outcomes. This technique is best used when applied to the most complex data challenges that require real-time calculations and where a large volume of historical and real-time data can help the model to learn and become increasingly accurate over time.
Synechron’s Machine Learning solutions allow financial services firms to address some of the most complex liquidity, pricing and risk challenges facing financial institutions today. Firms can:
PREDICT FUTURE OUTCOMES
Applying Synechron’s Machine Learning solutions, to business processes enables firms to:
Synechron’s Cognitive Machine Learning solutions are designed specifically to provide applications that can be applied to various scenarios which lend themselves well to a Cognitive Machine Learning solution. Click to read how Synechron’s Cognitive Machine Learning solutions are helping clients to address complex challenges in real time.
Read our latest thought leadership article on Cognitive Machine Learning by our subject-matter expert.
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To learn more about our Artificial Intelligence solutions for Cognitive Machine Learning and the work we’re doing email us at finlabs@synechron.com
How we are innovating
How we are innovating