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Coding Talent MRI

A Software Intelligence Platform

Transform how you manage talent and tech debt by making both visible and actionable.

You can’t manage what you can’t see. Most engineering leaders lack visibility into who truly owns what, how maintainable the code is, and where the team is exposed. Coding Talent MRI surfaces the hidden patterns so you can strengthen your team, stop writing tech debt into the future, and build software that lasts.

Make Engineering Talent Visible

See who owns what, whose code is most maintainable, and who can step in without disruption. Replace guesswork with actionable insight into your team’s real strengths and coverage gaps. Learn More → 

Escape the Trap of Perpetual Tech Debt

Most tech debt isn’t legacy: it’s being written today. Tech debt sprints clean up the mess, but the cycle continues. To break the loop, catch bad code early and stop debt at the source. Learn More → 

Reduce Risk from Turnover and Burnout

Identify hidden single points of failure, like code that only one person can maintain. Spread knowledge early to ensure resilience, continuity, and team health. Learn More → 

Enable Staffing Agility

Reassign engineers, rotate responsibilities, and scale teams without destabilizing systems. Know exactly where critical expertise lives and what it takes for others to take over. Learn More → 

Build Maintainable Software by Default

Set a clear standard for maintainability and track it over time without micromanaging. Direct coaching and training where it drives the most impact.

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Accelerate Due Diligence and M&A Readiness

Expose hidden fragility and tech debt before it impacts valuations. Defensible metrics make your codebase easier to evaluate, transfer, or scale.

Level Up Your Entire Engineering Team

Give team leads the data to coach with clarity, and help all engineers improve, not just the top tier. Learn More → 

Powered by CLARA

CLARA (Code-Level Assessment & Risk Analysis) is an AI-enabled engine refined through reinforcement learning using the judgment of our elite coding mentors who have trained other developers for 21 years to produce and maintain over 30 million lines of defense-grade code.

CLARA flags code that's hard to maintain, highlights single points of failure, and shows where maintainability is improving or degrading, without requiring any input from developers. Learn More → 

Self-Hosted or SaaS

Deploy on your infrastructure or use our managed cloud service. No cloud dependency required. No developer input needed. Fully automated, developer-passive, and compatible with DevSecOps and air-gapped environments.

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Great Code from Great Engineers

You don’t win the long game by hiring fast. You win it by developing the talent you already have. Track growth, guide coaching, and build a team that writes maintainable software by default. Great engineers create great codebases, and great codebases power great products.

Get Started

Get Started

Take the first step toward growing your software talent and building products that last.

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 future development

Connect with Us

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