Metric Sherpa
Turn Purpose Into Practice
Your dashboard says the contact center is on target. Your employees may be telling a different story. Before rolling out AI, uncover the hidden work, duplicate entries, policy searches, and broken handoffs, keeping every customer interaction on track.
AI can do more in the contact center than ever before. That does not make every use case ready for your operation. This practical guide gives CX leaders a clear lens for deciding when to automate, when to hold the line, and how to explain the difference to boards, vendors, and internal stakeholders—without being labeled anti-AI or left behind.
Quality assurance in contact centers often runs on thin samples and shaky scorecards that quietly erode trust. Agents see QA as risk management, not coaching. When leaders switch to 100% conversation analytics and outcome‑based metrics, QA becomes a source of truth that actually changes behavior and business decisions.
The obsession with speed is quietly breaking customer experience. When leaders optimize for handle time, containment, and throughput, they train teams to rush past resolution and customers pay the price.
AI that dazzles in the demo but falls apart on the floor has no business running your contact center. The CX AI Reality Standard gives you a simple three-part test to decide when AI has actually earned its place.
The contact center that runs on bolt-on AI and disconnected tools has a shelf life. Justin Robbins sat down with Cisco's Vinod Muthukrishnan at Cisco Live 2026 to understand what comes next.
Executives keep asking for “simple” service experiences while quietly signing off on architectures that guarantee complexity and Atlassian’s Team ’26 made that contradiction impossible to ignore. This piece breaks down what Atlassian’s AI‑native bets on the Teamwork Graph, Rovo, Dia, and Incident Command Center really mean for who carries the complexity in your organization: your people or your systems.
Most VoC programs fail after listening starts. Insight builds. Nothing changes. This guide shows how to connect feedback to ownership, action, and measurable impact.
Customers now resolve issues, form opinions, and make buying decisions without ever touching a brand channel. We break down how AI search and public ecosystems are reshaping self-service.
Payton Whitley blends creativity, organization, and a customer-first mindset to keep teams focused and moving forward.
Her first passion was design, where she nurtured her eye for detail and love of creating. That same drive for excellence now fuels her work in executive support, where she thrives on building structure, simplifying complexity, and making it easier for leaders to succeed.
A natural problem-solver and community builder, Payton brings energy and focus to everything she takes on. She’s committed to growth, always finding new ways to sharpen her skills and deliver meaningful impact.
She lives in Wilmington, NC with her pup Oaklee. Outside of work, you’ll find her by the water, running her permanent jewelry business, or chasing the sunshine with friends and family.
Kalley Niebuhr blends storytelling, social strategy, and creative leadership to help brands show up with clarity, purpose, and authenticity.
With a background in television writing, brand development, and digital content creation, Kalley has shaped impactful messaging and community-first strategies for entrepreneurs, small businesses, and educational brands.
A lifelong creative and community builder, Kalley thrives at the intersection of analytics and emotion—crafting content that connects while delivering results.
She lives in Wilmington, NC with her husband, young daughter, and two dogs. When she’s not creating, you’ll find her in the surf, running community art socials, or researching her next script.
Nate Brown offers a dynamic mix of customer experience expertise and community leadership to Metric Sherpa.
As co-founder of CX Accelerator, a thriving community of over 4,000 CX leaders, Nate has been instrumental in fostering a space where professionals collaborate, grow, and achieve remarkable things in service to others. With a career spanning industries such as gaming, SaaS, retail, healthcare, and technology, Nate has built contact centers from the ground up, anchored complex CX functions, and cultivated exceptional employee-customer connections for brands like WB Games, CHEP, UL, and Bosch.
Recognized globally for his thought leadership, Nate was named “CX Influencer of the Year” by CloudCherry and “Most Impactful Influencer in CX” by Kustomer in 2023. His ability to bring energy and excitement to CX initiatives has earned him recognition across the industry.
When he’s not shaping the future of customer experience, Nate can be found in Nashville, TN on the disc golf course, coaching pickleball, or spending time with his wife and two daughters.
With more than 20 years of experience, Justin Robbins has helped organizations worldwide strengthen their customer experience strategies, optimize operations, and achieve measurable results.
His expertise spans contact center operations, in-person service delivery, multimodal interaction design, quality assurance, workforce training, and global CX certification standards. Beyond operations, Justin has advised SaaS companies on content strategy, community engagement, customer marketing, and corporate communications.
As Founder and Principal Analyst at Metric Sherpa, Justin focuses on the intersection of human connection and technology in customer interactions. He is a trusted industry voice, frequently cited by the media, the author of numerous research studies, and recognized for his ability to make complex topics clear, actionable, and relevant.
When he’s not working, Justin is based in Wilmington, NC, where you’ll often find him cooking BBQ, out on the water, cheering at a game, or on adventures with his wife and four kids.