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

Rhea-AI Summary

Claritev (NYSE: CTEV) announced it will use CodeTogether's AITrax, an AI-specific measurement layer, to track adoption, cost, quality, and value of AI-assisted and agentic software development across its engineering organization. The move extends Claritev's use of CodeTogether's engineering intelligence platform, first deployed in 2022 across more than 1,000 technology associates and internally associated with a 59% increase in issue throughput and a 48% increase in active development time. AITrax will provide objective, IDE- and agent-level telemetry on AI usage, token consumption, agent sessions, and AI-generated code retention, aiming to help Claritev measure ROI by work model, forecast and manage AI spend, and identify training, governance, and workflow improvement opportunities.

News Explained

The 59% issue-throughput and 48% active-development figures relate to Claritev’s 2022 platform deployment; the release says AITrax’s capabilities are illustrative, not audited Claritev results, so it discloses no measured AITrax outcome.

Market Context

Recent insider activity showed Net Buying, with 34,795 shares bought and 0 sold. That platform conte...

Analysis

Recent insider activity showed Net Buying, with 34,795 shares bought and 0 sold. That platform context adds support to the announcement, while moderate short positioning remains a risk to monitor.

Key Figures

Deployment year: 2022 Technology associates: more than 1,000 technology associates Issue throughput increase: 59% +5 more

8 metrics

Deployment year 2022 Claritev engineering intelligence platform deployment

Technology associates more than 1,000 technology associates Platform deployment across Claritev

Issue throughput increase 59% Internal measurement of the 2022 deployment

Active development time increase 48% Internal measurement of the 2022 deployment

Healthcare payers served more than 750 healthcare payers Claritev company description

Employers served over 100,000 employers Claritev company description

Consumers served 60 million consumers Claritev company description

Contracted providers 1.4 million contracted providers Claritev company description

Previous AI Reports

3 past events · Latest: Apr 30 (Positive)

Same Type Pattern 3 events

Date	Event	Sentiment	24h Move	Catalyst
Apr 30	AI recognition	Positive	+5.5%	Chief AI Officer named to DataIQ 100 for advancing AI-driven healthcare performance
Oct 08	AI partnership	Positive	+1.7%	Strategic agreement expanded AI-powered revenue cycle management optimization into MENA
Jun 17	AI coalition	Positive	+1.0%	Joined Coalition for Health AI to advance responsible healthcare technology innovation

24h Move is the share-price change in the day after each event; other market factors may also have contributed.

Pattern Detected

All three tag-specific AI news events recorded positive 24-hour reactions, ranging from 1% to 5.51%.

Key Terms

roi, token consumption, telemetry

3 terms

roi financial

"Measure true ROI by work model"

Return on investment (ROI) measures how much money an investor makes or loses relative to the amount they put in, expressed as a percentage. It helps compare the efficiency of different investments—like checking which of several gardens produced the most fruit for the seeds planted—so investors can decide which opportunities deliver the best payoff for the risk and capital they commit.

View in glossary

token consumption technical

"with visibility into token consumption"

Token consumption is the process by which digital tokens are used, spent, or removed from circulation within a platform’s economy—for example, paying fees, accessing services, or being destroyed on purpose. It matters to investors because consumption changes how many tokens are actually available and how often they are used, similar to how using or retiring coupons affects their scarcity and usefulness; that can influence a token’s supply, demand, and potential value.

telemetry technical

"provides continuous, objective telemetry"

Telemetry is the automatic collection and transmission of measurements from remote devices, systems, or patients to a central system for monitoring and analysis—like a car sending engine, speed and location data back to a dashboard. For investors it matters because telemetry provides real-time evidence of product performance, safety and user behavior, helping assess revenue potential, operational risk, regulatory compliance and whether a product is meeting market demand.

AI-generated analysis. How Rhea-AI works. Not financial advice.

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Claritev will use CodeTogether'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: CTEV), a healthcare technology, data, and insights company focused on delivering affordability, transparency, and quality across the healthcare system, today announced it will use CodeTogether's AITrax to gain greater visibility into AI-assisted software development across its engineering organization.

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'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's use of CodeTogether's engineering intelligence platform, which began in 2022 across more than 1,000 technology associates. Claritev'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:

• Cost visibility across AI-assisted development workflows, including token usage and agent sessions
• Quality and review processes as AI-generated code becomes more common
• Adoption patterns across teams, tools, and use cases
• Opportunities to improve training, governance, and workflow design

"AI is an important part of Claritev's technology strategy, and our mission requires us to adopt it responsibly and measurably," said Michael Kim, Executive Vice President and Chief Digital Officer, Claritev. "CodeTogether'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."

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:

• Measure true ROI by work model: comparing the value-per-dollar of agentic, AI-assisted, and traditional development.
• Forecast and control AI spend: with visibility into token consumption, wasted and abandoned agent sessions, and the real cost behind each pull request.
• Coach, not just report: surfacing AI-readiness gaps and prioritized recommendations, then tracking whether they're acted on.

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?

"Enterprises are investing heavily in AI-assisted development with no reliable way to know whether it's working," said Tim Webb, Co-CEO, CodeTogether. "AITrax closes that gap, not as a passive dashboard but as an accountability and coaching layer for cost, risk, and real return. We're proud to continue supporting Claritev in this next chapter."

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'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 codetogether.com.

Media Contacts

Claritev:
Jen O'Connor
VP, Brand Marketing 
press@claritev.com

CodeTogether:
Alison Silverstein
Co-CEO & Co-founder
alison@codetogether.com
202-355-4141

Platform results (59% / 48%) reflect Claritev's 2022 engineering intelligence deployment. AITrax capabilities are illustrative of the platform's measurement model and do not represent audited Claritev results.

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SOURCE CodeTogether

FAQ

What did Claritev (NYSE: CTEV) announce about adopting CodeTogether's AITrax on July 21, 2026?

Claritev announced it will use CodeTogether's AITrax to measure adoption, cost, quality, and value of AI-assisted development. According to Claritev, AITrax will add AI-specific telemetry on developer and agent usage across its engineering organization to support disciplined, data-driven AI deployment.

How will CodeTogether's AITrax help Claritev (CTEV) measure AI-assisted development ROI?

AITrax is designed to measure ROI by comparing value-per-dollar for agentic, AI-assisted, and traditional development. According to Claritev, the platform tracks token consumption, agent sessions, and value output to give technology leaders executive-ready intelligence on whether AI development models are generating sufficient return.

What prior results did Claritev (CTEV) report from using CodeTogether's engineering intelligence platform?

Claritev reported its 2022 deployment of CodeTogether's platform across more than 1,000 technology associates was associated with a 59% increase in issue throughput and a 48% increase in active development time, based on internal measurement. These results are separate from the newly adopted AITrax capabilities.

How does AITrax give Claritev (NYSE: CTEV) visibility into AI development costs?

AITrax provides visibility into AI-assisted workflows by tracking token usage, wasted or abandoned agent sessions, and the real cost behind each pull request. According to Claritev, this detailed cost telemetry helps forecast and control AI spend across different development models in its organization.

What governance and coaching benefits does AITrax offer Claritev's AI strategy?

AITrax surfaces AI-readiness gaps, adoption patterns, and prioritized recommendations for improvement, going beyond simple reporting. According to Claritev, this allows technology leaders to coach teams, refine governance, and adjust workflows while continuously tracking whether recommended changes are implemented and effective.

Why is Claritev integrating AITrax into its broader AI and engineering strategy?

Claritev states that AI is an important part of its technology strategy and must be adopted responsibly and measurably. By integrating AITrax, the company seeks objective, third-party measurement to understand how AI-assisted tools are used, where they create value, and how to scale them effectively.