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Coding Talent MRI

An AI-Enabled Sustainment Intelligence Platform

Eliminating Sustainment and Readiness Risks

Hidden risks in mission-critical codebases can quietly compromise continuity:

  • Sustainment Risk: Code only the original author can safely update.

  • Readiness Risk: Key areas known only to one contributor.

Coding Talent MRI exposes these risks early so they can be eliminated before they disrupt operations. It integrates into your DevSecOps toolchain with no developer input required.

Mission Outcomes for Defense Programs

Keep missions running with maintainable, resilient code: 

  • Eliminate sustainment disruptions caused by unmaintainable code.

  • Maintain operational readiness even as developers rotate.

  • Hold contractors accountable by requiring every delivery meet sustainment standards.

  • Ensure developers produce sustainable, understandable code.

Visualize Risk in the Codebase

Integrated with your version control, the platform scores each developer’s code and flags components that are hard to maintain. It surfaces risk before it spreads, with automated reports that deliver early warnings and actionable intelligence directly into your DevSecOps flow. Learn More →

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Set Your Standards

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Require Maintainable Code

Like Nessus for security, Coding Talent MRI scans for sustainment risk. 

  • PMOs can enforce minimum maintainability scores as part of acceptance Learn More →

  • Software Factories can embed those same thresholds in their pipelines to sustain velocity Learn More →

  • Primes can use sustainment risk reports to hold subs accountable and build trust in deliveries 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.

Built for Defense Environments

Fully compatible with DevSecOps toolchains, the platform runs self-hosted with no cloud dependency—even in air-gapped settings. It requires no developer input, and our cleared U.S. citizen team is available to support secure onboarding.

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Enforce Sustainable Code

Make sustainment and readiness non-negotiable. Every delivery - from contractors or internal teams - is checked against your standards. Reports confirm code is maintainable, ensuring accountability and continuity.

Get Started

Get Started

Request a demo, and one of our cleared staff members will reach out. 

From Insight to Implementation

  1. Connect Repos: We integrate directly into your Git repositories—no workflow changes required. 

  2. Establish Standards: Define the maintainability threshold for contractors and internal teams. 

  3. Visualize Risk: Receive automated insights on maintainability and knowledge concentration. 

  4. Take Action: Redirect engineering attention, smooth transitions, and guide vendor oversight. 

  5. Measure Continuity: Use data to continuously improve software sustainment and readiness. 

You don't have to overhaul your workflows, just plug us into what you already use. 

Connect with Us

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