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Case Studies

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All your data, one platform, simple, seamless, stress-free

All your data, one platform, simple, seamless, stress-free

All your data, one platform, simple, seamless, stress-free

How an insurer streamlined data management and enhanced analytics efficiency

How an insurer streamlined data management and enhanced analytics efficiency

Implemented big data platform

Improved business insights

Consolidated data source

Optimized workflows

The challenge

Streamlining data access for analytical efficiency

An insurer faced significant challenges with its internal system for collecting policy quote data. Despite having valuable data across various lines of business, its sheer size and complexity rendered it unusable for effective analysis.

Key challenges

  • Lack of automated data delivery for analytical teams

  • Difficulty in leveraging historical data due to normalization

  • Overwhelming data size and complexity hindered analytical use

  • Conflicts between new data strategy and inconsistent business rules

  • No production-grade, extendible system and insufficient governance

  • Existing extractors were inefficient, requiring additional manual effort

The solution

Integrated data access and processing solution

Data ingestion and harmonization

Ingested data into Hadoop

Optimized with Avro, Parquet

Partitioned data for better access

Data extraction and querying

Flask UI for automation

XML to CSV conversion

MapReduce and Spark for processing

Implementation approach

1

Data partitioning

  • Partitioned data in Hadoop by business parameters

  • Enabled future scalability

  • Optimized storage

2

Custom UI development

  • Created data extraction UI

  • Simplified analytics for teams

  • Converted XML to CSV for easier use

3

End-to-end integration

  • Integrated with existing system

  • Enabled seamless automation

  • Built for scalability

The impact

Redefining data access and usage

Centralized data

  • Unified big data platform

  • Handled large-scale data volumes

  • Supported MDM

Enhanced analytics

  • Unified data source

  • Simplified data filtering

  • Streamlined access

Improved process efficiency

  • Replaced multi-layered architecture

  • Simplified data delivery

  • Enabled future scalability

Looking ahead

Expand platform capacity

  • Accommodate new data sources for future growth

Enhance processing

  • Improve real-time data processing capabilities

Integrate advanced analytics

  • Leverage advanced tools for deeper insights

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8