New challenges face the financial services industry, with institutions navigating next-generation digital platforms, mobile transactions, and online security. In search of cost-effective solutions, Machine Learning (ML) offers organizations the opportunity to extract meaningful information from financial processes to make smart decisions for better business outcomes.
With so much data collected, rapid and thorough analysis helps the algorithms create the accurate models that make intelligent decisions. From cybersecurity to portfolio management to customer service, ML enables financial institutions to transform data into insights that drive critical decision-making. At Idexcel, we work with financial services firms to assess where ML can optimize unique forecasting and models within operations.
Our Machine Learning Solutions for Financial Organizations
-
Automatic Speech Recognition 
Fraud Detection
Risk Management Models
Semantic Search
Text-to-Speech
Data extraction from PDF forms
Data redaction
Virtual Assistants and Chatbots
Key Benefits of Machine Learning for Financial Services
-
Extract Value from User Data
Gain key insights about customer activities, behaviors, and trends to drive strategy 
Improve Decision-Making
Make better business decisions with more accurate, relevant, and up to date information
Improved Fraud Protection
Prevent financial losses for your organization by speeding response time to fraud
Customer Service Improvement
Remain competitive in an increasingly automated marketplace with ML
Increase Operations Efficiency
Implement data-driven solutions that help decrease processing time
Increase Customer Retention and Acquisition
Use key insights and patterns to help drive customer satisfaction
Case Studies
Fast and Secure Data Redaction
Masking data is fast and secure now. Application built on TexTract enables customers to have a holistic control over the documents. Users can have fields redacted according to their specific requirements.
Empowering Unstructured Information Extraction from Financial Documents
Data Extraction is one of the major applications of Red-Ex which is built on AWS TexTract. It enables users to extract various types of fields from a document which is of image format.
2 Week Free Assessment for ML engagements and all potential customers will get up to 15% POC discount
Machine Learning Free Assessment deliverables:
- Feasibility Analysis with solution recommendation providing an overview of the approach for both cloud or on-premises.
- Scalability Recommendation using end-end Automation with ML and RPA