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Case Studies

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Revolutionizing automotive with data

Revolutionizing automotive with data

How harnessing petabytes of complex data drives smarter, faster decisions

Simplified data operations

Notable cost reduction

Transitioned away from licensed tools

Future-ready data solution

The challenge

The challenge

From data overload to instant isights

From data overload to instant isights

Every day, our client’s vehicle tests churned out a significant amount of data, every speed shift, system response, and movement captured through ECU communications. But with such an overwhelming volume, extracting insights within 24 hours was a race against time.

Processing delays and soaring costs made real-time analysis nearly impossible, slowing down operations and critical decisions. They needed a smarter way to turn raw data into rapid, actionable insights—without breaking the bank

Key challenges

  • Daily test drives generated petabytes, complicating real-time analysis

  • Decoding each data set led to increasing expenses

  • Delays in processing extended anomaly identification

  • MDF format required precise decoding expertise

The solution

Smart, scalable and future-ready data solutions

Smart, scalable and future-ready data solutions

Fast & efficient decoding

Built DataLogger for rapid ECU data processing

Transformed raw data into actionable insights

Optimized with Microsoft tech & big data tools

Cost-effective and future ready

Lowered data storage expenses

Enabled predictive analytics for EVs and fleets

Designed for long-term scalability

Implementation approach

Implementation approach

1

Efficient data processing

  • Analyzed ECU protocols and signals

  • Integrated Big Data for scalability

  • Optimized I/O with dry tests

2

Intelligent conversion

  • Optimized speed with C++

  • Built MVP for CAN bus signals

  • Used multithreading and event-driven logic

3

Seamless orchestration

  • Enabled tracking with serverless APIs

  • Delivered human-readable decoded data

  • Ensured parallel processing & cloud flexibility

The impact

The impact

Revolutionizing data processing and cost efficiency

Revolutionizing data processing and cost efficiency

Breakthrough efficiency

  • Achieved faster turnaround times

  • Enabled real-time insights with high-speed data

  • Streamlined workflows for optimal performance

Cost optimization

  • Lowered storage costs substantially

  • Increased operational efficiency for future savings

  • Introduced a growth-ready, cost-efficient system

In-house innovation

  • Removed external licensing costs

  • Empowered teams with proprietary DataLogger

  • Drove innovation with a custom-built tool

Looking ahead

Looking ahead

Future scalability

  • Built to expand seamlessly, adapting to growing data volumes and business needs

Advanced intelligence

  • Enables AI-driven predictive analytics for smarter fleet management and proactive decision-making

Sustained cost savings

  • Optimized workflows ensure long-term cost efficiency while reducing reliance on external tools

Transform your enterprise with AI that delivers

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 : L72400MH2000PLC125369

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 : L72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8