Press Releases September 17, 2026 09:01 AM

Reinvent or Evolve? New Report Reveals the Two Paths to AI Success

Concentrix releases independent study highlighting two AI operating model paths for enhanced customer experiences and business outcomes

By Caleb Monroe
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Concentrix Corporation published findings from an independent Everest Group study revealing that successful AI adoption depends more on transforming operating models than technology alone. Businesses must choose between evolving existing operations with AI-human collaboration or reinventing operations around native AI environments to maximize competitive advantage and improve customer experiences. The report emphasizes governance and execution orchestration as key challenges and highlights Concentrix's iX Suite as a solution to integrate AI into scalable, intelligent operations.

Reinvent or Evolve? New Report Reveals the Two Paths to AI Success
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Key Points

  • Two primary AI operating models identified: Evolution (augmenting human-led operations) and Reinvention (fully AI-native frameworks).
  • Organizations achieving stronger results embed AI into workflows and redesign customer experiences for efficiency and new value creation.
  • Concentrix leverages its iX Suite to help enterprises unify people, technology, and data enabling AI at enterprise scale, impacting technology, customer service, and business operations sectors.

NEWARK, Calif., Sept. 17, 2026 (GLOBE NEWSWIRE) -- Concentrix Corporation (NASDAQ: CNXC), a global technology and services leader, today announced findings of an independent market study, conducted by industry analyst firm, Everest Group. The report explores the operating models that successful businesses will use to orchestrate people, AI, data, and technology to deliver better business and customer outcomes.

“The organizations seeing the strongest results are redesigning customer experiences, embedding AI into the flow of work, and combining human expertise with…”
“The conversation around AI often focuses on technology adoption, but the bigger challenge is operating model transformation,”
“As enterprises move toward AI-enabled customer journeys, they need partners that can create a clear framework for governance, accountability and execution.…”
“The biggest opportunity organizations have with AI isn't to automate what's already there. It's to create entirely new ways of delivering value,”
“The organizations seeing the strongest results are redesigning customer experiences, embedding AI into the flow of work, and combining human expertise with…”
“The conversation around AI often focuses on technology adoption, but the bigger challenge is operating model transformation,”
“As enterprises move toward AI-enabled customer journeys, they need partners that can create a clear framework for governance, accountability and execution.…”
“The biggest opportunity organizations have with AI isn't to automate what's already there. It's to create entirely new ways of delivering value,”
“The organizations seeing the strongest results are redesigning customer experiences, embedding AI into the flow of work, and combining human expertise with…”

Reinvent or Evolve: Intelligent Operating Models Shaping AI-Enabled Customer Journeys, discusses that while many enterprises have adopted AI, most could achieve better outcomes by maximizing AI as a key enabler of a broader operating strategy.

This report demonstrates that organizations need to redesign their operating model purposely for AI, with two core paths to maximize competitive advantage: Evolution, where AI makes human-led operations smarter and more efficient through human & AI collaboration, and Reinvention, which sees a wholesale redesign around a native AI and agentic operating environment. Currently, only about 16% of enterprises expect AI to autonomously lead most customer interactions next year.

Based on research independently conducted across enterprise decision-makers, the report finds the biggest barrier to AI success isn't the AI itself, it's the ability to establish governance, and orchestrate execution across functions, technologies, and teams at scale.

"The conversation around AI often focuses on technology adoption, but the bigger challenge is operating model transformation," said Sharang Sharma, Vice President, Everest Group. "As enterprises move toward AI-enabled customer journeys, they need partners that can create a clear framework for governance, accountability and execution. Success will depend less on deploying AI tools and more on creating the organizational readiness to scale them effectively across the business."

"The biggest opportunity organizations have with AI isn't to automate what's already there. It's to create entirely new ways of delivering value," said Chris Caldwell, President & CEO of Concentrix. "The organizations seeing the strongest results are redesigning customer experiences, embedding AI into the flow of work, and combining human expertise with intelligent technology to achieve better business outcomes. That's where the next generation of competitive advantage will emerge."

The report found that organizations are moving beyond AI as a standalone tool, to reshaping customer experiences through operating model redesign. For example, a leading retailer was able to deliver responses 31% faster with Agentic AI, creating a scalable path to lower cost-to-serve.

As AI moves from experimentation to enterprise scale, businesses need partners that can orchestrate strategy, consulting, technology, and operations into a united ecosystem. Through its proprietary iX Suite, Concentrix helps clients unite people, technology, data, and operations to evolve existing journeys and enable AI-native experiences.

To learn more about the study and its findings, visit Reinvent or Evolve: Intelligent Operating Models Shaping AI-Enabled Customer Journeys.

About Everest Group
Everest Group is a leading research firm helping business leaders make confident decisions. The firm's research and advisory services help organizations navigate market challenges, strengthen business performance, and drive transformative outcomes across technology, business processes, engineering, talent, sustainability, and sourcing.

About us: Powering a World That Works  
Concentrix (NASDAQ: CNXC), is the Fortune 500® technology and services company, helping the world’s best brands create intelligent operations that perform in the real world. We design, build, and run integrated human and AI solutions, harnessing the insight from billions of real-world interactions to help 2000+ of the world’s most complex organizations solve their toughest business challenges. Backed by 20+ years of operational experience and battle tested AI, we’re the intelligent transformation partner that helps clients across every major industry move from ambition to measurable, scalable performance. Virtually everywhere. Visit concentrix.com to learn more. 

Media Contact:
Marketing & Communications
Concentrix Corporation
[email protected]

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Safe Harbor Statement
This news release includes forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended. Forward-looking statements include, but are not limited to, statements regarding the company’s capabilities and positioning to deliver business outcomes and solve challenges for its clients, and statements that include words such as believe, expect, may, will, provide, could and should and other similar expressions. These forward-looking statements are inherently uncertain and involve substantial risks and uncertainties that could cause actual results to differ materially from those expressed or implied by such statements. Risks and uncertainties include, among other things, risks related to the company’s ability to successfully execute its strategy, competitive conditions in the company’s industry, and other factors contained in the Company’s Annual Report on Form 10-K for the fiscal year ended November 30, 2025 filed with the Securities and Exchange Commission and subsequent SEC filings. We do not undertake a duty to update forward-looking statements, which speak only as of the date on which they are made.

Copyright 2026 Concentrix Corporation and its subsidiaries. All rights reserved. Concentrix, the Concentrix logo, and all other Concentrix company, product and services names and slogans are trademarks or registered trademarks of Concentrix Corporation and its subsidiaries.


Risks

  • Challenges in establishing governance and cross-functional orchestration may hinder AI integration success, affecting technology and consulting services sectors.
  • Competitive pressures and ability to scale AI-driven operating models could impact Concentrix's market position and growth prospects.
  • Forward-looking statements carry uncertainties related to execution of AI strategies, industry competition, and regulatory environment impacting financial services and technology markets.

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