Tech Disruptors Concentrix CEO on Scaling AI in Customer Service
Mar 27, 2026
Chris Caldwell, CEO of Concentrix, leads a global customer experience and services company focused on AI and large-scale operations. He discusses why scale and security matter for real-world AI, when automation should be autonomous versus human-in-loop, the importance of preserving brand identity, and how enterprise rollouts, governance, and data sovereignty shape future personalized experiences.
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Automate Transactions Keep Humans For Complex Moments
- Automate highly transactional, low-empathy tasks but keep humans for complex, emotional or brand-sensitive interactions.
- Humans add judgment, prevent model manipulation, and improve outcomes for charged moments and complex journeys.
Match Channel To Customer Value Not Just Cost
- Design AI deployment around customer segments and ticket types tied to brand value — e.g., autopilot for economy rebooking, humans for high-value disrupted premium flyers.
- Misplaced autonomy can lower NPS, conversion, and loyalty.
Customer Focus Shifted AI Conversations Toward Transformation
- Client conversations shifted from panic about job loss to seeking partners who understand customer data and journeys.
- Enterprises now ask Concentrix to design future-state journeys and transform organization structure rather than bolt-on pilots.