Simplified data operations
Notable cost reduction
Transitioned away from licensed tools
Future-ready data solution
The challenge
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
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
1
Efficient data processing
Analyzed ECU protocols and signals
Optimized I/O with dry tests
Integrated Big Data for scalability
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
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
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
