Claritev will use CodeTogether&#39;s AITrax to help measure adoption, cost, quality, and value across its enterprise AI-assisted software development initiatives. MCLEAN, Va. and WILMINGTON, Del., July 21, 2026

Claritev will use CodeTogether&#39;s AITrax to help measure adoption, cost, quality, and value across its enterprise AI-assisted software development initiatives. MCLEAN, Va. and WILMINGTON, Del., July 21, 2026 /PRNewswire/ -- Claritev Corporation (NYSE:<a class="ticker" href="https://www.benzinga.com/quote/CTEV">CTEV</a>), a healthcare technology, data, and insights company focused on delivering affordability, transparency, and quality across the healthcare system, today announced it will use CodeTogether&#39;s AITrax to gain greater visibility into AI-assisted software development across its engineering organization.
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As AI-assisted development becomes a larger part of enterprise technology strategies, organizations are seeking clearer ways to measure adoption, cost, quality, and value. AITrax, the AI-specific measurement layer of CodeTogether&#39;s engineering intelligence platform, is designed to help technology leaders better understand how AI-assisted and agentic development tools are being used, where they are creating value, and where additional governance, coaching, or process improvements may be needed.The announcement builds on Claritev&#39;s use of CodeTogether&#39;s engineering intelligence platform, which began in 2022 across more than 1,000 technology associates. Claritev&#39;s deployment of the platform was associated with a 59% increase in issue throughput and a 48% increase in active development time, based on internal measurement of the 2022 deployment. Now the two companies are applying that same discipline of objective, IDE- and agent-level measurement to AI-assisted and agentic development.As AI-assisted development scales, technology leaders are seeking better visibility into several key areas: <ul xmlns="http://www.w3.org/1999/xhtml" type="disc"><li xmlns="http://www.w3.org/1999/xhtml">Cost visibility across AI-assisted development workflows, including token usage and agent sessions </li><li xmlns="http://www.w3.org/1999/xhtml">Quality and review processes as AI-generated code becomes more common </li><li xmlns="http://www.w3.org/1999/xhtml">Adoption patterns across teams, tools, and use cases </li><li xmlns="http://www.w3.org/1999/xhtml">Opportunities to improve training, governance, and workflow design</li></ul>&#34;AI is an important part of Claritev&#39;s technology strategy, and our mission requires us to adopt it responsibly and measurably,&#34; said Michael Kim, Executive Vice President and Chief Digital Officer, Claritev. &#34;CodeTogether&#39;s platform gives us greater visibility into how AI-assisted development is being used, where it is creating value, and how we can scale these tools in a disciplined way to support the clients and stakeholders we serve.&#34;AITrax captures developer- and agent-level AI usage from development environments, including IDEs and command-line workflows, and turns it into executive-ready intelligence. With AITrax, technology leaders can:<ul xmlns="http://www.w3.org/1999/xhtml" type="disc"><li xmlns="http://www.w3.org/1999/xhtml">Measure true ROI by work model: comparing the value-per-dollar of agentic, AI-assisted, and traditional development.</li><li xmlns="http://www.w3.org/1999/xhtml">Forecast and control AI spend: with visibility into token consumption, wasted and abandoned agent sessions, and the real cost behind each pull request.</li><li xmlns="http://www.w3.org/1999/xhtml">Coach, not just report: surfacing AI-readiness gaps and prioritized recommendations, then tracking whether they&#39;re acted on.</li></ul>Unlike survey-based or self-reported approaches, AITrax provides continuous, objective telemetry to help organizations assess how AI-assisted development is being used and where it may be creating value. It provides objective, third-party measurement that helps answer the question every board is asking its technology leaders: is AI actually working for us?&#34;Enterprises are investing heavily in AI-assisted development with no reliable way to know whether it&#39;s working,&#34; said Tim Webb, Co-CEO, CodeTogether. &#34;AITrax closes that gap, not as a passive dashboard but as an accountability and coaching layer for cost, risk, and real return. We&#39;re proud to continue supporting Claritev in this next chapter.&#34;About Claritev Claritev is a healthcare technology, data, and insights company focused on delivering affordability, transparency, and quality across the U.S. healthcare system. Led by deeply experienced associates, data scientists, and innovators, Claritev provides technology-enabled solutions fueled by decades of claims expertise. The company leverages advanced analytics and AI to power a robust enterprise platform that delivers clear, actionable insights to support affordability, price transparency, and optimized network and benefits design. By supporting key stakeholders — including payers, employers, patients, providers, and third parties — Claritev is dedicated to making healthcare more accessible and affordable for all.Claritev serves more than 750 healthcare payers, over 100,000 employers, 60 million consumers, and 1.4 million contracted providers. For more information, visit claritev.com.About CodeTogether CodeTogether gives engineering leaders accurate, independent data about how their teams are performing and whether their AI tools are producing real results. Its platform works alongside developer&#39;s editors and agents, measuring active development, value output, AI code usage, team health, and delivery risk in real time. Its AI-specific layer, AITrax, tracks token spend against value output, AI code retention, and developer adoption across every AI tool in the organization, so technology leaders can answer the question every board is asking: is AI actually working for us and driving increased value? Learn more at <a xmlns="http://www.w3.org/1999/xhtml" href="https://edge.prnewswire.com/c/link/?t=0&amp;l=en&amp;o=4735615-1&amp;h=3567435430&amp;u=http%3A%2F%2Fcodetogether.com%2F&amp;a=codetogether.com" target="_blank" rel="nofollow">codetogether.com</a>.Media Contacts Claritev: Jen O&#39;Connor VP, Brand Marketing  <a xmlns="http://www.w3.org/1999/xhtml" href="mailto:press@claritev.com" rel="nofollow" xmlns="http://www.w3.org/1999/xhtml">press@claritev.com</a>CodeTogether: Alison Silverstein Co-CEO &amp; Co-founder <a xmlns="http://www.w3.org/1999/xhtml" href="mailto:alison@codetogether.com" rel="nofollow" xmlns="http://www.w3.org/1999/xhtml">alison@codetogether.com</a> 202-355-4141Platform results (59% / 48%) reflect Claritev&#39;s 2022 engineering intelligence deployment. AITrax capabilities are illustrative of the platform&#39;s measurement model and do not represent audited Claritev results.



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CTEV

Claritev Adopts CodeTogether's AITrax to Bring Greater Measurement and Accountability to AI-Assisted Development

Claritev to adopt CodeTogether AITrax for AI development governance

<section class="insight" data-version="1">
 <section data-block="information">
 <h3>Information</h3>
 Claritev will use CodeTogether&amp;#39;s AITrax to help measure adoption, cost, quality, and value across its enterprise AI-assisted software development initiatives. MCLEAN, Va. and WILMINGTON, Del., July 21, 2026
 </section>

 <section data-block="ai-summary-paragraph">
 <h3>AI Summary</h3>
 Claritev will deploy CodeTogether&#039;s AITrax to quantify AI-assisted development across its engineering teams, enabling visibility into cost, adoption, and value. The move builds on a 2022 deployment that delivered 59% higher issue throughput and 48% more active development time, signaling potential ROI and governance improvements as AI tools scale.
 </section>

 <section data-block="ai-summary-bullets">
 <h3>Key Points</h3>
 <ul><li>CTEV to adopt CodeTogether AITrax for AI development metrics. It aims to measure cost, adoption, and value.</li><li>Deployment expands on 2022 pilot across 1,000+ tech associates.</li><li>AITrax provides objective telemetry on token usage and AI spend.</li><li>Claritev cited 59% throughput uplift and 48% more active development time.</li><li>Announcement date July 21, 2026, marks expanded AI governance intent.</li></ul>
 </section>

 <section data-block="companies-mentioned">
 <h3>Companies Mentioned</h3>
 <ul><li>Claritev (CTEV): Announces adoption of AITrax; potential productivity and ROI implications.</li><li>CodeTogether (N/A): Provider of AITrax; partnership to deliver AI development measurement; potential revenue impact for private company.</li></ul>
 </section>

 <section data-block="category">
 <h3>Corporate Developments</h3>
 This is corporate development news highlighting an enterprise AI governance initiative. It underscores demand for objective AI measurement tools and could influence Claritev&#039;s operating efficiency and technology spend visibility.
 </section>

 <section data-block="market-moving">
 <h3>Market-Moving</h3>
 <ul><li>CTEV shares could move higher on the AI governance efficiency messaging.</li><li>Positive sentiment if 59% throughput and 48% development time gains translate into ROI.</li><li>No immediate revenue numbers disclosed; near-term cash flow impact is uncertain.</li><li>Partnership with private CodeTogether may affect future monetization visibility.</li></ul>
 </section>

 <section data-block="key-facts">
 <h3>Key Facts</h3>
 <ul><li>Claritev ticker NYSE:CTEV announced adoption of CodeTogether&#039;s AITrax.</li><li>AITrax measures token usage, agent sessions, and AI spend.</li><li>Claritev deployment on platform began in 2022 across 1,000+ technology associates.</li><li>2022 results: 59% increase in issue throughput and 48% increase in active development time.</li><li>Announcement date: July 21, 2026.</li></ul>
 </section>

 <section data-block="trading-thesis">
 <h3>Trading Thesis</h3>
 CTEV could rally if AITrax proves material ROI signals; near-term catalysts from deployment.
 </section>
</section>


Claritev will use CodeTogether&#39;s AITrax to help measure adoption, cost, quality, and value across its enterprise AI-assisted software development initiatives. MCLEAN, Va. and WILMINGTON, Del., July 21, 2026 /PRNewswire/ -- Claritev Corporation (NYSE:<a class="ticker" href="https://www.benzinga.com/quote/CTEV">CTEV</a>), a healthcare technology, data, and insights company focused on delivering affordability, transparency, and quality across the healthcare system, today announced it will use CodeTogether&#39;s AITrax to gain greater visibility into AI-assisted software development across its engineering organization.
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As AI-assisted development becomes a larger part of enterprise technology strategies, organizations are seeking clearer ways to measure adoption, cost, quality, and value. AITrax, the AI-specific measurement layer of CodeTogether&#39;s engineering intelligence platform, is designed to help technology leaders better understand how AI-assisted and agentic development tools are being used, where they are creating value, and where additional governance, coaching, or process improvements may be needed.The announcement builds on Claritev&#39;s use of CodeTogether&#39;s engineering intelligence platform, which began in 2022 across more than 1,000 technology associates. Claritev&#39;s deployment of the platform was associated with a 59% increase in issue throughput and a 48% increase in active development time, based on internal measurement of the 2022 deployment. Now the two companies are applying that same discipline of objective, IDE- and agent-level measurement to AI-assisted and agentic development.As AI-assisted development scales, technology leaders are seeking better visibility into several key areas: <ul xmlns="http://www.w3.org/1999/xhtml" type="disc"><li xmlns="http://www.w3.org/1999/xhtml">Cost visibility across AI-assisted development workflows, including token usage and agent sessions </li><li xmlns="http://www.w3.org/1999/xhtml">Quality and review processes as AI-generated code becomes more common </li><li xmlns="http://www.w3.org/1999/xhtml">Adoption patterns across teams, tools, and use cases </li><li xmlns="http://www.w3.org/1999/xhtml">Opportunities to improve training, governance, and workflow design</li></ul>&#34;AI is an important part of Claritev&#39;s technology strategy, and our mission requires us to adopt it responsibly and measurably,&#34; said Michael Kim, Executive Vice President and Chief Digital Officer, Claritev. &#34;CodeTogether&#39;s platform gives us greater visibility into how AI-assisted development is being used, where it is creating value, and how we can scale these tools in a disciplined way to support the clients and stakeholders we serve.&#34;AITrax captures developer- and agent-level AI usage from development environments, including IDEs and command-line workflows, and turns it into executive-ready intelligence. With AITrax, technology leaders can:<ul xmlns="http://www.w3.org/1999/xhtml" type="disc"><li xmlns="http://www.w3.org/1999/xhtml">Measure true ROI by work model: comparing the value-per-dollar of agentic, AI-assisted, and traditional development.</li><li xmlns="http://www.w3.org/1999/xhtml">Forecast and control AI spend: with visibility into token consumption, wasted and abandoned agent sessions, and the real cost behind each pull request.</li><li xmlns="http://www.w3.org/1999/xhtml">Coach, not just report: surfacing AI-readiness gaps and prioritized recommendations, then tracking whether they&#39;re acted on.</li></ul>Unlike survey-based or self-reported approaches, AITrax provides continuous, objective telemetry to help organizations assess how AI-assisted development is being used and where it may be creating value. It provides objective, third-party measurement that helps answer the question every board is asking its technology leaders: is AI actually working for us?&#34;Enterprises are investing heavily in AI-assisted development with no reliable way to know whether it&#39;s working,&#34; said Tim Webb, Co-CEO, CodeTogether. &#34;AITrax closes that gap, not as a passive dashboard but as an accountability and coaching layer for cost, risk, and real return. We&#39;re proud to continue supporting Claritev in this next chapter.&#34;About Claritev Claritev is a healthcare technology, data, and insights company focused on delivering affordability, transparency, and quality across the U.S. healthcare system. Led by deeply experienced associates, data scientists, and innovators, Claritev provides technology-enabled solutions fueled by decades of claims expertise. The company leverages advanced analytics and AI to power a robust enterprise platform that delivers clear, actionable insights to support affordability, price transparency, and optimized network and benefits design. By supporting key stakeholders — including payers, employers, patients, providers, and third parties — Claritev is dedicated to making healthcare more accessible and affordable for all.Claritev serves more than 750 healthcare payers, over 100,000 employers, 60 million consumers, and 1.4 million contracted providers. For more information, visit claritev.com.About CodeTogether CodeTogether gives engineering leaders accurate, independent data about how their teams are performing and whether their AI tools are producing real results. Its platform works alongside developer&#39;s editors and agents, measuring active development, value output, AI code usage, team health, and delivery risk in real time. Its AI-specific layer, AITrax, tracks token spend against value output, AI code retention, and developer adoption across every AI tool in the organization, so technology leaders can answer the question every board is asking: is AI actually working for us and driving increased value? Learn more at <a xmlns="http://www.w3.org/1999/xhtml" href="https://edge.prnewswire.com/c/link/?t=0&amp;l=en&amp;o=4735615-1&amp;h=3567435430&amp;u=http%3A%2F%2Fcodetogether.com%2F&amp;a=codetogether.com" target="_blank" rel="nofollow">codetogether.com</a>.Media Contacts Claritev: Jen O&#39;Connor VP, Brand Marketing  <a xmlns="http://www.w3.org/1999/xhtml" href="mailto:press@claritev.com" rel="nofollow" xmlns="http://www.w3.org/1999/xhtml">press@claritev.com</a>CodeTogether: Alison Silverstein Co-CEO &amp; Co-founder <a xmlns="http://www.w3.org/1999/xhtml" href="mailto:alison@codetogether.com" rel="nofollow" xmlns="http://www.w3.org/1999/xhtml">alison@codetogether.com</a> 202-355-4141Platform results (59% / 48%) reflect Claritev&#39;s 2022 engineering intelligence deployment. AITrax capabilities are illustrative of the platform&#39;s measurement model and do not represent audited Claritev results.



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Claritev will deploy CodeTogether's AITrax to quantify AI-assisted development across its engineering teams, enabling visibility into cost, adoption, and value. The move builds on a 2022 deployment that delivered 59% higher issue throughput and 48% more active development time, signaling potential ROI and governance improvements as AI tools scale.

Claritev Adopts CodeTogether's AITrax to Bring Greater Measurement and Accountability to AI-Assisted Development

AI Summary

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Trading Thesis

Market-Moving

Key Facts

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