Cloud Based Analytics Platform for a Global Automotive Giant
The platform processed real-time data from 20K+ repositories, used by 4K+ geographically dispersed developers across 60 vendors, turning complex DevOps metrics into actionable insights. It also provided deep visibility into vendor engineering performance, enabling data-driven decision-making.
The client achieved a 30% reduction in technical debt, accelerated release cycles by 25%, and empowered leadership with real-time insights—not just into code health but also application health. The platform’s GenAI-powered chatbot further simplified data access for engineering leaders, fostering smarter, faster, and more efficient software development.
The Client
The client is a renowned name in the automotive industry, known for engineering excellence, innovation, and quality. As the organization expanded its digital footprint, its internal software development processes presented opportunities for optimization—reducing technical debt, enhancing visibility into vendor performance, and integrating vast amounts of dispersed data to drive efficiency and innovation.
The Challenge
Building the future of mobility requires more than just cutting-edge vehicles; it demands seamless, efficient software delivery. The client’s teams were looking to unify tools, streamline workflows, and transform dispersed data into actionable insights across global teams.With 4,000+ developers collaborating across 60 vendors and managing 20,000+ repositories, the scale was massive.
- Rising Technical Debt led to security issues, slowed progress, and hindered innovation.
- Scattered Data across tools like Jira, GitHub, ServiceNow, GitLab, BuildFarm, and Jenkins made achieving a unified view of progress nearly impossible.
- Limited Visibility into team productivity and application health left leadership without crucial insights.
- Unidentified Process Gaps in engineering workflows led to delayed product and application releases.
- Rising Remediation Costs due to accumulating technical debt resulted in unexpected project delays and increased costs.
The Solution
Experion partnered with the client to enhance software delivery efficiency. The solution? A cloud-native, low-code Engineering Analytics platform designed to transform the client’s software development lifecycle.
What Made the Platform Different?
- Seamless Integration : Plugged directly into the existing DevOps toolchain—Jira, GitHub, SonarQube, Jenkins, ServiceNow, and cloud resources—capturing real-time data across the software lifecycle.
- Massive Data Handling : Processed 100–200 real-time events per minute from thousands of developers, analyzing data from 20K+ repositories with ease.
- Maturity Scoring & Benchmarking : A powerful scoring engine measured the maturity of teams, projects, and applications, replacing guesswork with precise benchmarking.
- Vendor Performance Tracking : Provided deep visibility into vendor engineering efficiency, helping assess delivery timelines, code quality, and overall performance.
- Projected Remediation Cost Visibility : By analyzing historical trends and real-time data, the platform helped proactively estimate and manage technical debt remediation costs.
- Actionable Insights : Delivered dynamic, real-time insights into software health, technical debt, and process bottlenecks.
- GenAI-Powered Chatbot : Built on Airbyte, Superset, DBT, PostgreSQL, AWS, Azure OpenAI, Azure Bot, AWS Lex—the AI-driven chatbot enabled engineering leaders, program managers, and the Vendor Management Office (VMO) to get instant insights—eliminating the need for complex dashboard navigation.
- Cloud-Optimized : Built on AWS, leveraging services like ECS, EKS, and Lambda, ensuring performance at scale while optimizing costs.
The Results
- 30% Reduction in Technical Debt : Teams eliminated inefficiencies, leading to cleaner, more stable codebases. This not only lowered remediation costs but also provided clear visibility into future expenses, enabling better planning and cost control.
- 25% Faster Software Releases : Streamlined workflows reduced delays, accelerating delivery cycles.
- Real-Time Visibility : Leadership gained clear, actionable insights into project health and team performance, enabling smarter, faster decision-making.
- Higher Application Stability : Applications were delivered faster and with greater reliability and technical soundness.
- Cost Savings : Optimized AWS resources helped reduce costs without sacrificing capabilities.
The Lasting Impact
The cloud based analytics platform wasn’t a one-time fix—it was a catalyst for long-term transformation. The client now has a scalable, data-driven foundation that continues to evolve with its needs. Teams are more connected, workflows are smoother, and innovation moves at top speed. By transforming complexity into clarity, Experion didn’t just help build better software—we helped drive the future of mobility.