The move expands a partnership that began in 2022, when Claritev first implemented CodeTogether’s engineering intelligence across its 1,000-person technology division. That initial deployment yielded a 59% boost in issue throughput and a 48% increase in active development time. Now, the organization is applying that same analytical rigor to agentic and AI-assisted workflows.
Claritev Deploys AITrax to Quantify AI-Driven Engineering Returns
Healthcare technology firm Claritev is integrating CodeTogether’s AITrax platform to gain granular oversight of its AI-assisted software development. By transitioning from anecdotal reporting to objective telemetry, the company aims to track the real-world impact of AI tools on engineering costs, code quality, and overall team productivity.

As enterprise reliance on AI grows, leadership is increasingly tasked with justifying the return on investment for token consumption and AI-integrated development cycles. AITrax provides continuous, IDE-level telemetry that bypasses self-reported surveys to deliver executive-ready intelligence. Michael Kim, Executive Vice President and Chief Digital Officer at Claritev, noted that the platform allows the firm to scale AI tools in a disciplined manner, ensuring that engineering efforts align with the needs of healthcare stakeholders. By monitoring token usage, abandoned agent sessions, and the cost-per-pull-request, the company intends to refine its training processes and governance models, effectively moving beyond passive reporting to active developer coaching.




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