Transforming Islamic Banking with AI-Driven Process Automation

Transforming Islamic Banking with AI-Driven Process Automation
  • Client: A leading Islamic Bank in the UAE
  • Category: IBM | ML | IBM NLP | ARTIFICIAL INTELLIGENCE
  • Date: Sep 29, 2025

About the client

A leading Islamic Bank in the UAE. The bank operates under strict Sharia principles, which adds complexity to its operational processes.

Client’s requirement

The bank faced several operational challenges: 

  • Manual and disconnected processes across more than 50 branches. 
  • No real-time tracking of customer requests. 
  • High reliance on emails and paper-based forms. 
  • Slow loan approvals due to fragmented workflows. 
  • No visibility into staff workloads or process bottlenecks. 

Cannyfore Technology Solutions

Cannyfore, delivered a comprehensive AI-driven automation solution: 

  • Intelligent Workflow Automation using IBM Business Automation Workflow (BAW):
    • Automated core finance operations: loan settlements, staff financing, mortgage release, account merging. 
    • Embedded SLA tracking, routing rules, and performance benchmarking. 

  • Unified Customer Data Layer:  
    • Integrated with Emirates ID, phone, and account number. 
    • Enabled 360° customer visibility and segmentation. 
    • Prepared for behavioral analytics and recommendation engines. 

  • Smart Document Management using IBM FileNet:  
    • Auto-archiving with metadata. 
    • Audit trails for compliance. 
    • Natural language search and anomaly detection.
       
  • Operational Dashboards using Oracle + KPI Analytics:  
    • Visualized workflow performance. 
    • Benchmarked against SLAs. 
    • Future-ready for Watsonx AI integration.
       

Benefits:

  • Core Workflows Automated: 
    • Automated 5 high-impact Request for Operations (RFO) processes.
  • Reduction in Processing Time: 
    • Achieved 80% reduction in customer wait time.
  • Visibility: 
    • Enabled 100% tracking of customer requests and staff workload.
  • AI Enablement: 
    • Platform integrated with Watson AI roadmap for smarter operations.

       

Key Technologies Used

  • IBM BAW (Business Automation Workflow)
  • IBM FileNet 
  • Oracle + KPI Analytics 
  • Watsonx AI Suite:  
    • Predictive Analytics for SLA breach forecasting. 
    • Watson Assistant for conversational banking. 
    • ML-based personalized services. 
    • NLP & Discovery for intelligent case classification and smart search.  

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