About the Customer
A premier Indian stock exchange headquartered in Mumbai—among the largest globally by market capitalization. Known for its robust infrastructure and investor-focused innovation, the exchange supports trading across all asset classes for diverse investor segments.
The Challenge
The client’s legacy data warehouse was incurring high maintenance costs. They needed a scalable, efficient, on-premise alternative that could handle large-scale analytics, ensure regulatory compliance, and support real-time business decision-making.
The Solution
Smart Analytica led the modernization initiative through:
- Migration to a big data platform using Cloudera CDP
- Data warehouse and Lakehouse modernization
- Operational Data Store (ODS) transformation
- Real-time analytics and fraud detection systems
- AI/ML-based automation for document validation and behavior analysis
- UI/UX and middleware modernization for public-facing systems
- Market surveillance and SEBI-compliant reporting automation
Key Highlights
- Designed and implemented a 24+ PB data warehouse on Cloudera CDP
- Built a high-throughput ODS processing over 20 billion records daily
- Automated regulatory reporting aligned with SEBI guidelines
- Deployed AI-driven engines for real-time document validation and fraud pattern detection
- Modernized public-facing applications using ReactJS and microservices
Technology Stack
- Big Data: HDFS, Hive, Impala, Kudu, Spark (Streaming & Batch)
- AI/ML: NLP for unstructured document validation, ML for surveillance analytics
- Application Layer: ReactJS, microservices-based architecture
- Platform: Cloudera Data Platform (CDP)
Business Impact
With Smart Analytica’s domain-led approach and engineering depth, the client:
- Reduced total cost of ownership through platform optimization
- Achieved real-time decision-making capabilities
- Strengthened regulatory compliance and risk mitigation
- Improved system scalability, performance, and user experience
- Eliminated redundant infrastructure through integrated AI solutions
Smart Analytica empowers financial institutions to transform their data platforms for scale, speed, and intelligence.
www.smart-analytica.com