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Customer Success Collective
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Driving excellence in customer success.

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Here's the issue: most leadership teams are making AI adoption decisions based on outdated assumptions about what customers want.
What US consumers really think about AI Agents in 2026
<p>Over the past few years, we’ve all been busy tinkering away with automated workflows and content generated by AI, with much success. But AI Agents? Replicating the sensitivity and empathy required for customer relationships? That’s a whole different ball game.</p><p>Here's the issue: most leadership teams are making <a href="https://www.customersuccesscollective.com/ways-to-use-ai-in-customer-success/"><u>AI adoption</u></a> decisions based on outdated assumptions about what customers want.</p><p>The conversation around AI in customer support is still shaped by clunky chatbot experiences from years gone by. And there's a chasmic difference between how businesses <em>think</em> customers feel about AI Agents, and how customers <em>actually</em> feel when they experience modern AI capabilities firsthand.</p><p>That perception gap is costing businesses opportunities – and Intercom has the data to prove it.</p><p>Their new whitepaper, "<a href="https://www.customersuccesscollective.com/ai-end-user-sentiment-report/"><u>What customers really think about AI Agents</u></a>," reveals a measurable psychological shift that occurs when customers see today's AI Agents in action. The research surveyed over 1,000 US consumers and uncovered something striking: customer resistance to AI isn't about AI itself – it's about outdated experiences clouding their expectations.</p><p>If your leadership team is hesitant about AI adoption in customer support, or you're struggling to make the business case, this research provides the evidence you need. It shows the real effect of modern AI on the customer experience – not the imagined one.</p> <div class="custom-button-container"> <a class="custom-button hs-cta-trigger-button hs-cta-trigger-button-319950076109"> Get your copy </a> </div> <h2 id="let%E2%80%99s-dot-our-i%E2%80%99s-and-cross-our-t%E2%80%99s-the-whitepaper%E2%80%99s-method">Let’s dot our I’s and cross our T’s: The whitepaper’s method</h2><p>Intercom went straight to the horse’s mouth and <strong>surveyed over 1,000 of their US consumers</strong>, giving them a clear understanding of how modern AI Agents perform in real support scenarios.</p><p>Their research uncovered a consistent pattern: when people understand the difference between legacy chatbots and today’s AI capabilities, their expectations shift dramatically.</p><h2 id="what-consumers-think-before-vs-after-they-see-ai-agents-in-action">What consumers think before vs. after they see AI Agents in action</h2><p>Simply asking what people think about AI Agents doesn’t cut the mustard by our standards. Intercom understands, perhaps better than anyone, the stakes of the AI Agent conversation. So, they measured what happens when that initial perception meets reality.</p><p>Let’s unpack what they found. 👇</p><p>Before seeing a modern AI Agent in action, sentiment was mixed at best. Only 40% of respondents felt positive about interacting with an AI Agent in customer support, and a full quarter felt negative.</p><p>But after watching a short demo of what today’s AI Agents are actually capable of – human-like conversation, fast resolution, and seamless escalation to humans – those numbers shifted sharply.</p><figure class="kg-card kg-image-card"><img src="https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-394f643d-32cf-4bc4-be39-1928e76f3ad1.jpeg" class="kg-image" alt="Percentage point increases and decreases" loading="lazy" width="1500" height="787" srcset="https://www.customersuccesscollective.com/content/images/size/w600/2026/01/data-src-image-394f643d-32cf-4bc4-be39-1928e76f3ad1.jpeg 600w, https://www.customersuccesscollective.com/content/images/size/w1000/2026/01/data-src-image-394f643d-32cf-4bc4-be39-1928e76f3ad1.jpeg 1000w, https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-394f643d-32cf-4bc4-be39-1928e76f3ad1.jpeg 1500w" /></figure><p>Positive sentiment increased by 20 percentage points, while negative sentiment dropped by 11 points, shrinking to just 14% of total respondents.</p><p>Now <em>that…</em> that’s what we call a mindset change. And it raises an important question for any business evaluating AI in customer support: Are customers resistant to AI, or are they reacting to outdated experiences?</p> <div class="custom-button-container"> <a class="custom-button hs-cta-trigger-button hs-cta-trigger-button-319950076109"> Transform your CX strategy </a> </div> <h2 id="trust-isn%E2%80%99t-assumed-it%E2%80%99s-earned">Trust isn’t assumed. It’s earned.</h2><p>You’d be hard-pressed to find someone who isn’t torn by the ethical dilemmas surrounding the use of AI. Whether it’s down to the materials used to train the LLM or the future impact on traditional careers, trust is a whopping blocker for many would-be users.</p><p>In fact, trust is often cited as the biggest barrier to AI adoption in customer-facing roles. Full disclosure, the data initially supported that concern.</p><p>Before seeing the demo, only 39% of respondents trusted AI Agents to effectively resolve their issues. Almost the same number actively distrusted them.</p><p>But once people saw a modern AI Agent in action, trust climbed to 57% – an 18 percentage point increase – while distrust dropped dramatically.</p><figure class="kg-card kg-image-card"><img src="https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-ed81278d-1148-4396-8e4b-1d8410d3f252.jpeg" class="kg-image" alt="Trust in AI Agents increase after the demo to 58% from 37%, and distrust decreased to 18%" loading="lazy" width="1500" height="787" srcset="https://www.customersuccesscollective.com/content/images/size/w600/2026/01/data-src-image-ed81278d-1148-4396-8e4b-1d8410d3f252.jpeg 600w, https://www.customersuccesscollective.com/content/images/size/w1000/2026/01/data-src-image-ed81278d-1148-4396-8e4b-1d8410d3f252.jpeg 1000w, https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-ed81278d-1148-4396-8e4b-1d8410d3f252.jpeg 1500w" /></figure><p>This suggests something crucial: maybe skepticism isn’t fixed. Perhaps it’s conditional.</p><p>Intercom crushed the idea that consumers are inherently opposed to AI handling their issues. We can see it’s a matter of confidence: they need to be able to see that it can do the job well.</p><p>The whitepaper digs deeper into <em>why</em> that trust shift happens, and what specifically consumers respond to when evaluating AI-driven support.</p> <div class="custom-button-container"> <a class="custom-button hs-cta-trigger-button hs-cta-trigger-button-319950076109"> Access these insights </a> </div> <h2 id="faster-resolutions-aren%E2%80%99t-just-a-business-win">Faster resolutions aren’t just a business win</h2><p>Before the demo, only 38% of respondents believed AI would speed up issue resolution. Many were just as likely to think it would slow things down.</p><p>After seeing AI Agents in action, 63% expected faster resolutions, a 25 percentage point increase.</p><p>Let’s pause on that for a moment; what’s interesting here isn’t just the jump, but what it represents.</p><p>It’s clear that speed isn’t something consumers view in isolation. Faster resolution is equated to competence, clarity and reduced effort on their part. It shapes how they evaluate the entire experience.</p><p>This is just the tip of the iceberg, though. Intercom's whitepaper explores how AI-driven workflows – not just chat interfaces – heavily influence these expectations, and where consumers believe AI delivers the most value.</p><figure class="kg-card kg-image-card"><img src="https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-43b3c110-792c-43b2-b268-c4ca410f545a.jpeg" class="kg-image" alt="What customers really think about AI Agents" loading="lazy" width="1600" height="460" srcset="https://www.customersuccesscollective.com/content/images/size/w600/2026/01/data-src-image-43b3c110-792c-43b2-b268-c4ca410f545a.jpeg 600w, https://www.customersuccesscollective.com/content/images/size/w1000/2026/01/data-src-image-43b3c110-792c-43b2-b268-c4ca410f545a.jpeg 1000w, https://www.customersuccesscollective.com/content/images/2026/01/data-src-image-43b3c110-792c-43b2-b268-c4ca410f545a.jpeg 1600w" /></figure><h2 id="what-this-means-for-teams-planning-2026-and-beyond"><strong>What this means for teams planning 2026 and beyond</strong></h2><p>This research doesn’t argue that AI Agents should replace humans, or that customer service should become fully automated overnight.</p><p>What it shows is something more nuanced – and more actionable.</p><p>End consumers are far more open to AI than many leaders originally assumed. When AI feels capable, accurate, and human-aware, sentiment improves. Trust grows. Expectations evolve.</p><p>For support, CX, and operations leaders, that creates both opportunity and responsibility.</p><p>We only scratched the surface with the insights Intercom has uncovered. The full whitepaper breaks down:</p><ul><li>Where sentiment shifts the fastest</li><li>Which expectations matter most to end consumers</li><li>How perception changes once AI is experienced, not imagined</li></ul><p>If AI Agents are part of your roadmap – or even a question mark – this is data worth sitting with.</p><p><em>You can download the full whitepaper to explore the complete findings and methodology.</em></p> <script charset="utf-8"></script> <script></script>
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January 28, 2026 at 4:07 PM
Post-event engagement plan template
## What is a post-event engagement plan template? A post-event engagement plan template is a structured framework designed to help teams maintain momentum after an event ends. While events are powerful for generating interest and relationships, real value is created in the follow-up. This template helps you turn one-off attendance into ongoing engagement, feedback, and measurable outcomes. Rather than relying on ad-hoc follow-ups, the template provides a clear strategy for nurturing relationships, driving conversions, and preparing attendees for future interactions. ## What’s inside the template? The template includes a comprehensive, end-to-end post-event engagement framework, covering strategy, execution, and measurement. Key sections include: * Objectives & success metrics * Post-event timeline * Audience segmentation * Engagement tactics * Feedback collection methods * Short- and long-term next steps Together, these elements give you a repeatable system for post-event engagement rather than starting from scratch each time. ## How to use the template 1. **Set your objectives and metrics** Define what success looks like for your event follow-up and establish baseline metrics. 2. **Build your post-event timeline** Assign owners and dates for each follow-up activity, from thank-you emails to feedback surveys and announcements. 3. **Segment your audience** Categorize attendees based on engagement levels and align each segment with the appropriate outreach strategy. 4. **Execute engagement tactics** Roll out coordinated email campaigns, social media activity, and personalized outreach based on the guidance provided. 5. **Collect and act on feedback** Use the feedback section to gather insights, identify improvements, and shape future events. 6. **Plan long-term engagement** Extend the life of your event with recap content, nurture emails, and smaller follow-up sessions or webinars. Using this template helps you turn events into ongoing relationship-building engines, driving engagement, insight, and future growth rather than short-term spikes in attention. ## Download your post-event engagement plan template Post-event engagement plan templatePost-event engagement plan template.pdf120 KBdownload-circle Post-event engagement plan templatePost-event engagement plan template.docx1 MBdownload-circle Post-event engagement plan templatePost-event engagement plan template Having a robust post-event engagement plan is essential for keeping the momentum going long after the event ends. This template helps you design and execute a structured strategy to maintain attendee interest, nurture relationships, and drive meaningful actio…Google Docs ### This post is for subscribers only Become a member to get access to all content Subscribe now
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January 6, 2026 at 1:24 PM
Why customer success becomes your competitive advantage during economic downturns
You know that feeling when you're watching a plane land and someone starts clapping? I find it oddly misplaced. They're celebrating the pilot for doing their job, but nobody thinks about the mechanic who made sure that plane could fly in the first place. That's exactly what happens with customer success (CS) during economic downturns. We forget about the people preventing disasters until something goes wrong. Then suddenly, everyone's looking at the maintenance logs. I’ve spent years leading customer-facing teams through economic cycles, working closely with organizations across industries as they try to innovate, grow, and adapt under pressure. Whether it’s healthcare organizations improving outcomes or financial services firms launching new products, the common thread is the same: customers are the builders, and our role is to enable their success. But something fundamental has changed. The mission used to be about helping customers achieve more. Today, it’s about helping them achieve more with less. And that shift changes everything about how customer success must operate _._ ## The economic reality we're all facing Let me paint you a picture of where we are right now. Economic slowdowns aren't new; we've weathered them throughout modern history. But this one feels different, doesn't it? You've got decreased economic activity across the board. Production's down, whether that's manufacturing or farming. Consumer spending? People are getting cautious. Even if they haven't been directly impacted yet, they're thinking twice about every purchase. The unemployment picture gets complicated, too. In the US, our numbers look okay on paper, but coming out of the pandemic, those statistics feel a bit... _disconnected_ from reality. And globally? Some countries are really feeling the squeeze. Take Argentina – 20 years ago, one of Latin America's richest nations. Today, they're struggling to stay afloat. I’m based in Houston, and I see it firsthand in the energy sector. Drillers are pulling back, stopping exploration. They're looking at their budgets and saying, "Maybe we don't need to spend money finding new oil reserves right now." That ripple effect touches everything. ## What businesses do when times get tough When economic pressure hits, companies react in predictable ways. They spend less. They invest less. They hire fewer. And unfortunately, they lay off more. Travel budgets? First thing to go. Those customer visits where you'd sit down face-to-face, build real relationships and understand their challenges over coffee – gone. Innovation slows to a crawl. All those features on your product backlog that customers asked for during your last success meeting? They might never see the light of day. This creates a vicious cycle. Without new features, customers might not renew. Without renewals, revenue drops. Without revenue, more cuts happen. Microsoft saw this play out over its 45-year history. Microsoft used to be all about those big enterprise agreements – 30,000 employees, one massive contract. But what happens when that company downsizes to 20,000? Your renewal shrinks by a third. That's partly why Microsoft pivoted toward subscription and consumption models; you can't renew what people won't use anymore. ## The 3 horsemen of customer success challenges When companies start cutting customer success teams, three things happen almost immediately: 1. **Potential churn skyrockets.** Without someone actively monitoring customer health, small issues become big problems. By the time someone notices, it's often too late. 2. **Revenue constraints tighten.** You can't grow accounts when nobody's having strategic conversations with customers about their evolving needs. That expansion revenue you were counting on? It evaporates. 3. **Market size shrinks.** Your customers might literally go out of business. If you're selling to barbershops and barbershops are closing, you've got a segment problem that has nothing to do with your product quality. These pressures create a paradox. At the exact moment when customer retention becomes critical for survival, companies cut the very teams responsible for keeping customers happy and engaged. ## The hidden cost nobody calculates Here's what drives me crazy about these decisions. We forget to calculate the cost of _not_ doing something. There's no line item in the budget for "revenue lost because we fired our CSMs." No dashboard metric for "opportunities missed because nobody was paying attention." Peter Drucker said it decades ago: "The purpose of business is to create and keep a customer." Not just create – _keep_. That second part? That's what customer success does. Look at what happened with Salesforce. In 2022, Salesforce laid off a _huge_ chunk of its Customer Success Managers (CSMs) and handed those responsibilities to account executives. If you follow their financials, you'll see they're struggling now. Why? Because they're a subscription business. You can't just cut people to make your quarterly numbers look good and expect no consequences. The CFO might celebrate the cost savings on the next investor call, but what about next quarter when renewals tank? ## Being a champion when nobody wants to listen So how do you make the case for customer success when everyone's in cost-cutting mode? You have to become a champion for the function, and that means changing how you talk about it. First, embed customer success into your organization's DNA. I know a car dealership in Houston that takes their best mechanics – people with ten years under the hood – and turns them into customer success executives. Think about that. Who knows the product better than someone who's fixed it a thousand times? These mechanics-turned-CSMs can talk about cars with genuine expertise. They remove that feeling of being sold to because they actually understand what they're talking about. When a mechanic tells you about potential issues with your car, you listen differently than when a salesperson does. That's the power of authentic expertise in customer success. ## Measuring what actually matters You need data to make your case, but not all data is useful. There's a lot of garbage metrics out there – vanity numbers that look good but don't drive decisions. Focus on what matters: * Customer lifetime value * Expansion revenue * Churn rate by segment * Time to value * Product adoption rates You don't need fancy tools for this. I've seen companies run incredibly sophisticated customer success operations out of spreadsheets. Twenty years ago, I worked with a company that hated their SAP CRM so much that they built this massive, formula-filled spreadsheet that did everything they needed. Not pretty, but it worked. The key is connecting these metrics to business outcomes. Show that when an account executive leaves and their accounts go unmanaged, you lose X percent more deals. When customer success coverage drops, renewal rates fall by Y percent. Make it impossible to ignore the correlation. ## The paradigm shift in customer success Years ago, we focused on strategy first in customer success. Create the perfect customer success strategy, then hire people to execute it, then maybe invest in some tools to support them. Now? It's completely reversed. Tools come first – because you need data and insights from day one. Then people, who can be trained on your specific approach. Strategy comes last, built on what you learn from your tools and team. Why this shift? Because in a down economy, you can't afford to guess. You need immediate visibility into customer health. You need to know which accounts are at risk before they tell you they're leaving. The tools give you that insight, the people act on it, and the strategy emerges from what actually works. ## Demonstrating value in concrete terms When you're pitching customer success investmentjust to leadership, you need to speak their language. That means: * **Cost savings:** Show how customer success prevents churn. Calculate the cost of replacing a lost customer versus retaining them. In enterprise software, it's often five to ten times more expensive to acquire a new customer than to keep an existing one. * **Competitive advantage:** Highlight how your competitors are winning deals because they have better customer success. Nothing motivates executives like losing to the competition. * **Long-term growth:** Customer success drives expansion revenue. Show examples of customers who started small and grew because someone was actively helping them succeed. * **Brand advocacy:** Your happiest customers become your best salespeople. Dreamforce started as a user group – just passionate Salesforce users getting together to share tips. Now it's one of the tech industry's biggest conferences. That doesn't happen without customer success, nurturing those relationships. ## The startup trap Startups face a particular challenge here. They'll raise Series A, B, C funding and put all their money into sales and product development. Customer success? "We'll hire for that later, once we have more customers." Then they lose their first cohort of customers. Revenue flatlines. Investors get nervous. Suddenly, customer success becomes an emergency hire, but by then, the damage is done. If you're at a startup, make the case early. Show how customer success _actually_ accelerates growth by reducing churn and driving expansion. Use industry benchmarks – successful SaaS companies typically see 100%+ net revenue retention when they invest properly in customer success. ## Finding the right people Mike Lee referred to the customer success mindset in his talk at the Customer Success Summit Las Vegas 2023, and he was absolutely right – it's not for everyone. It's not a sales mindset, though you need to understand revenue. It's not a support mindset, though you solve problems. It's not a consulting mindset, though you give strategic advice. So, where do you find these people? User groups are goldmines. Go to your product's users – the ones answering questions, sharing tips, genuinely passionate about making others successful. These people already have the mindset; you just need to give them the title and compensation. Industry expertise matters too. If you're selling to healthcare, hire someone who's worked in healthcare. They'll speak the language, understand the challenges, and build credibility faster than someone learning the industry from scratch. ## Making customer success recession-proof Here's the thing about economic downturns – they always end. But the damage you do by cutting customer success? That can last much longer. Companies that maintain or even increase their customer success investment during downturns often emerge stronger. Why? Because while their competitors are losing customers left and right, they're deepening relationships, solving problems, and positioning themselves as true partners. Your customers are facing the same economic pressures you are. They need vendors who understand that, who help them do more with less, who become part of their solution rather than just another cost center. That's what great customer success does. It transforms you from a vendor into a strategic partner. And in tough times, companies cut vendors. They keep partners. ## The path forward So what's the action plan? How do you protect and grow customer success when everyone else is cutting? 1. **Start with quick wins.** Find one or two customers where customer success made a measurable difference – saved a renewal, drove an expansion, prevented a competitive loss. Document these stories in detail. Make them impossible to ignore. 2. **Build coalitions.** Get sales on your side by showing how customer success makes their job easier. Partner with product by becoming their best source of customer feedback. Work with finance to show the ROI clearly. 3. **Invest in efficiency.** If you can't hire more people, make your existing team more effective. Better tools, clearer processes, focused priorities. Show that you're being smart with resources while still delivering results. 4. Most importantly, **keep the long-term view.** Economic cycles are just that – _cycles_. The companies that win are those that position themselves for the upturn, while others are still reacting to the downturn. Customer success isn't a luxury for good times. It's a necessity for survival and growth, especially when times get tough. The question isn't whether you can afford to invest in customer success during a downturn. It's whether you can afford not to. The mechanic keeps the plane flying. The pilot just lands it. In your business, customer success is the mechanic. Make sure your leadership understands that before the plane needs emergency maintenance at 30,000 feet. Because by then? It's already too late. * * * _This article is based on a presentation given by Ayman at the Customer Success Summit in Las Vegas 2023._
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December 15, 2025 at 9:12 PM
Why AI falls short in customer success without human insight
When I think of AI, things that come to mind are often from movies like _Minority Report_(2002), where predictive data puts people in jail, or _I, Robot_(2004), where humanoids serve us. It might sound scary, but this isn't the first time technology has triggered fear of change. Back in the 1980s, when the IT boom happened, many feared a massive loss of jobs. That wasn't true then, and it isn't true now. In this article, you'll discover how to shift your focus from IT problems to business challenges, see real-world use cases where generative AI is driving massive savings, and understand why the human element remains vital in the age of automation. ## Understanding the generative leap The preceding generation of AI was focused on learning from data points. Today, the Large Language Models (LLMs) used across social media platforms are learning on their own and generating content, which is why they push certain types of content to you. This is a massive leap in data amalgamation. Data is the new gold. Every time you use your phone or an Alexa, data points are being captured. ### From tech problem to business solution Today's _AI_ can execute almost anything complicated. For instance, Continuous Integration/Continuous Delivery (CICD) pipelines can now be linked with LLMs – and this is happening for major manufacturers, airlines, and retailers I work with. However, the key isn't just the tech itself; it's about thinking of the business challenge first, rather than just the tech problem. * In the primitive world, a techie would ask a CIO, "What are your IT problems?" * Today, we ask, **"What are your business problems?"** For a retailer like Tesco (a UK supermarket chain), that might mean figuring out how to get a delivery truck out of the depot earlier to avoid losing money on rebates for delayed shipments. For an airline, it's ensuring a plane is off the tarmac within five minutes to save fuel. We understand the business problem, convert it into a tech solution, and execute it through _generative AI_. ### The power of cognitive and customized search Generative AI has also become far more interactive and customized to the user’s needs. While some primitive chatbots still frustrate users with limited responses, better platforms like Walmart's offer drop-down selections, using cognitive search to rapidly find and present solutions. This personalized interaction is already happening in retail. For example, when I walked into a Prada store in Paris, the system detected my credentials and immediately showed me the new set of bags that matched the kind I’d bought on my last visit. That kind of customized interaction is only possible because we are keying in those data points. ### This post is for subscribers only Become a member to get access to all content Subscribe now
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November 21, 2025 at 2:00 PM
The AI-enabled customer org: Metrics, models, and mindset shifts
CSCnow is your chance to stream exclusive talks and presentations from our previous events, hosted by customer success experts and industry leaders. It's a unique opportunity to watch the most sought-after customer success content – ordinarily reserved for CSC Pro members. Each stream delves deep into a key customer success topic, industry trend, or case study. Simply sign up to watch any of our upcoming live sessions. 🎥 Access exclusive talks and presentations ✅ Develop your understanding of key topics and trends 🗣 Hear from experienced customer success leaders 👨‍💻 Enjoy regular in-depth sessions * * * **Date:** December 4 **Time:** 4:00pm GMT **Location:** Online Sign up now AI has redefined the way CS, support, account management, and professional services operate in just a few short years - this panel is here to share their learnings so far and pave the way for future success. Join senior leaders as they share real-world approaches to adopting AI, evolving success metrics, and driving the cultural mindset shifts required to build a high-performing, AI-enabled customer organization. * * * ### **Key Takeaways:** * **Practical AI Adoption Strategies** : Hear how leading CS, Support, AM, and PS teams are implementing AI today - what’s working, what’s not, and the actionable steps you can take to modernize your own customer operations. * **Evolving Success Metrics for an AI-Driven Era** : Discover how AI is reshaping traditional performance indicators, and learn which new metrics matter most when building a scalable, insight-driven customer organization. * **Building a Culture That Embraces AI** : Understand the mindset shifts, team enablement, and change-management approaches required to foster a truly AI-ready organization that delivers higher impact and stronger customer outcomes. * * * ### Meet the speaker: * **Oliver Nono Regional**, Vice President of Customer Success at **Zendesk** * **Christina Hall**, Chief Customer Officer at **Bringg** * **Harshita Banka**, Vice President of **Customer Expereince Infor** * **Guy Gadnir**, Chief Executive Officer & Co-founder at **Journeyz**
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November 20, 2025 at 9:29 AM