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Engineering Analytics MVP

Turning software delivery data into measurable engineering insight

Casestudy

An engineering analytics MVP built to benchmark software delivery, track maturity, and improve internal development visibility.

Engineering Analytics MVP
Maturity Assessment
AWS-Powered Delivery

Engineering Analytics MVP for a Global Automotive Manufacturer

Overview

The Client

Experion developed Chofer Insights, an Engineering Analytics MVP for one of the world’s largest automotive manufacturers, producing approximately 10 million vehicles annually.

The platform captured software delivery lifecycle events, converted them into meaningful metrics, and helped internal teams assess maturity, benchmark performance, and track engineering progress with better visibility.

The client is a Japanese multinational automotive manufacturer and one of the largest automobile manufacturers globally.

As part of its Chofer Products Suite, the client wanted to improve software development experiences for internal engineering teams. Their goal was to accelerate project development and delivery, improve productivity, and use data-driven insights to benchmark performance across different levels of the software delivery lifecycle.

Challenges and Solutions

Challenges

Solutions

Challenges

Engineering performance needed clearer visibility The client wanted to understand how software development was progressing across teams, applications, and delivery stages. Without structured engineering analytics, it was harder to benchmark performance and identify improvement opportunities.

Solutions

Engineering Analytics MVP for Chofer Insights Experion developed the MVP for Chofer Insights, an engineering analytics platform designed to capture software delivery lifecycle events and correlate them into useful insights.

Challenges

Delivery data was spread across multiple tools Software delivery activity generated data across different tools, but the value of that data was limited unless it could be collected, organized, and converted into meaningful metrics.

Solutions

Event collection and metric synthesis Chofer Insights was built to collect data from various tools and synthesize it into metrics that engineering teams could use to understand delivery performance.

Challenges

The client needed a maturity view of applications and processes The client wanted to assess application maturity and compare engineering practices against industry standards and benchmarks.

Solutions

Custom maturity assessment models During the discovery phase, Experion created customized maturity models suited to different stages of software development and delivery. These models helped evaluate application maturity in a more structured way.

Challenges

Benchmarking needed more than generic reporting The client needed a way to define, assess, and compare maturity levels across applications and processes with greater consistency.

Solutions

Scoring engine for precise benchmarking Experion designed a scoring engine to assess maturity levels and support benchmarking across applications and processes. This gave teams a clearer way to measure progress and identify gaps.

Challenges

Engineering improvement had to be tracked over time One-time measurement was not enough. The client needed visibility into how software development processes evolved as teams improved their practices.

Solutions

Progress tracking across maturity stages Chofer Insights enabled maturity progression tracking, helping teams observe how software delivery practices changed over time and where further improvement was needed.

Technologies Used

Cloud and Infrastructure

AWS ECS
AWS EKS
AWS Outposts
Amazon CloudWatch
AWS Lambda

Outcomes

The Engineering Analytics MVP helped the client bring more structure and visibility to software delivery performance.

Streamlined the software development lifecycle
Supported faster project development and delivery
Improved productivity for internal engineering teams
Enabled application maturity assessment
Helped benchmark performance parameters across different levels
Converted software delivery lifecycle events into actionable metrics
Supported progress tracking across maturity stages
Helped control infrastructure costs through AWS services

By building Chofer Insights as an MVP, Experion helped the client move from scattered delivery signals to a more measurable engineering intelligence layer — giving teams a clearer view of maturity, performance, and delivery improvement.

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Engineering Analytics MVP

Engineering Analytics MVP for a Global Automotive Manufacturer