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Coding Talent MRI

A Software Intelligence Platform

A Tool to Mitigate Sustainment and Readiness Risks

The Coding Talent MRI is the software intelligence platform that helps DoD leaders enforce code quality, maintainability, and technical ownership across Defense software projects. It flags high-risk, hard-to-maintain code, identifies single points of failure, and maps true developer expertise using real contribution data—reducing vendor lock-in and ensuring mission resilience.

Set Your Standards

Avoid Vendor Lock-In by Enforcing Code Maintainability

With Coding Talent MRI, you can define and clear, measurable standards for code maintainability, and enforce them at scale. Our 0–5 scoring system lets you set minimum thresholds for maintainability, especially for contractor or external code, before it's accepted.

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Code scoring below 3 often can’t be sustained without the original author. But with clear thresholds in place, your team can mandate improvements and ensure the software can be handed off, audited, and sustained—without relying on the original vendor.

Identify Single Points of Failure

For People

Easily identify key personnel filling domain knowledge gaps that need to be retained through critical delivery milestones. 

For Projects

Find weak points in code survivavbility across your projects. Know who understands them and whether they can endure turnover.

Map Knowledge and Talent with ground truth data

Coding Talent MRI reveals each developer’s true technical skills by analyzing real code contributions—not job titles or resumes. It ranks engineers across key dimensions like maintainability, domain expertise, and impact, helping leaders assess talent more accurately. The platform also maps knowledge concentration over time, so you can track developer growth and know who's staying up to date.

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Evaluate Contractor Talent

Technical Skills

Know who has experience with the right technologies to deliver the solution.

Solution Domain Knowledge

Know who has experience in the software domain knowledge areas that you need.

Code Maintainability

Know who writes easily maintainable code that won’t have to be rewritten in a few years.

All automatic with Git-based version control

Easily connect with the tools you already use—no manual input needed. Coding Talent MRI works automatically with your Git-based version control system to surface insights directly from real engineering activity, with zero disruption to their workflow.

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Get Started

Get Started

Take the first step toward eliminating software risks and achieving true sustainment.

Your Strategic Advantages 

Automated insight into code quality and maintainability
Developer skill mapping based on real contributions
Detection of high-risk code and single points of failure
Sustainment scoring for all new and legacy code
Visibility into technical ownership and knowledge silos
Standards enforcement for contractor and internal code
Mission resilience through reduced vendor lock-in
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