AI in Q1 2026: Less Magic, More Context, and the Death of the Outbound SDR
Welcome to the second quarter of 2026. The dust of the generative AI explosion seems to have finally settled, so actual business realities can be seen. For the last few years, the enterprise software market has been drowning in vendor promises of AI magic. Now, companies are waking up to the hard truth. AI is no longer a futuristic promise; it is a budgetary line item with concrete expectations. As our guest Clint Oram accurately pointed out in our CRMKonvo sit-down, businesses are actively hunting for 20 to 40 percent productivity gains from their knowledge workers. But are these gains real, or just another SaaS vendor hallucination? The market is scrambling to figure out what actually works and what is just expensive hype. TL;DR If you want to watch the full CRMKonvo, please go ahead here (optimized for smartphones) or here (optimized for tablets/computers). Else, be my guest and continue to read. Or do both … While the underlying LLMs have become core components of daily workflows, the execution at the enterprise level remains often fraught with mediocre strategies. At the same time, we are seeing a profound shift in how work is accomplished with the help of AI. This year will be defined by a massive, societal scramble to understand if, and if so, how, this technology supports the bottom line of the companies using it. Let us see if there is actually any substance there, or if we are just increasing vendor revenues. The focus must shift from adoption at any cost to architectural integrity, and it already does in some areas. Vendors love to sell you...
Generative Engine Optimization: The New Tech Hustle or a CX Reality?
The digital marketing landscape is undergoing a massive tectonic shift. Since the ascent of Google, search engine optimization was the undisputed king of visibility. The industry grew into an eighty-billion-dollar behemoth built entirely on gaming Google search results. Marketers optimized keywords, built backlinks, and structured their websites to appease a single, dominant algorithm. Times are changing rapidly. We are now entering the era of Generative Engine Optimization. The rules of engagement have completely shifted. In our latest CRMKonvos episode, Ralf and I sat down with Noriko Yokoi. Noriko holds a PhD from the London School of Economics and is co-founder of 3cubed.ai. We discussed this exact transition. The shift from traditional SEO to Generative Engine Optimization is leaving many enterprise buyers completely confused. Marketers are flooding LinkedIn and other platforms with colorful PDFs trying to explain the difference. The reality is far less glamorous and much more chaotic. Large language models like ChatGPT, Claude, and Gemini are changing how consumers find information. Consequently, brands are scrambling to ensure their products show up in AI-generated answers. TL;DR If you want to watch the full CRMKonvo, please go ahead here (optimized for smartphones) or here (optimized for tablets/computers). Else, be my guest and continue to read. Or do both … At the core problem lies the absolute lack of transparency. Traditional SEO relies on concrete metrics. Google publishes keyword volumes. Marketers know exactly how many people searched and search for specific terms. Generative AI platforms provide absolutely nothing comparable, nothing at all, in fact. The big AI companies keep their vaults tightly sealed. They do not share search volumes, prompt frequencies,...
The Contact Center Is Dead: Long Live the Operations Layer
We have been lying to ourselves since, well, basically since forever. We placed customer support agents into a padded room called the “contact center,” handed them a ticketing system, and told them to keep the angry people away from the rest of the business. We tracked average handle times; we cheered when a routing algorithm saved a fraction of a second; and we pretended that managing an interaction was the same thing as solving a problem. Deflecting an issue was the holy grail. That era is over. The walls of the contact center have been blown wide open, and the debris is currently raining down on the CRM and operations landscapes. The market is shifting from asking the question “who can capture the ticket best?” to “who can actually resolve the problem fastest?” Which is an entirely different category of question. And far more meaningful. And as Cameron Marsh from Nucleus Research so accurately pointed out in our recent CRMKonvo, that is a much nastier, much more complex place to compete. TL;DR If you want to watch the full CRMKonvo, please go ahead here (optimized for smartphones) or here (optimized for tablets/computers). Else, be my guest and continue to read. Or feel free to do both … The Illusion of the “Smart Ticket” Let’s just be absolutely clear from the start: nobody wants a ticket. A ticket is simply a formalized receipt of failure. It is documented proof that a product broke, a service failed, or a user interface was too clunky to navigate. For years, many vendors, including specialists like Zendesk, Freshworks, and others have built success around...
The Sovereign Cloud Illusion: Political Fig Leaf or Just Good PR?
The enterprise software market is currently intoxicated by a brand-new buzzword cocktail. If you walk the halls of any major European tech conference today, you will inevitably be assaulted by phrases like “data sovereignty” and “sovereign cloud.” Software vendors are practically falling over themselves to announce their compliance with the impending EU AI Act. We are led to believe that a magical new era of localized, ultra-secure computing has arrived. Do not let the marketing brochures fool you. A closer inspection of these architectural marvels reveals that vendor stock prices are the only things reaching the cloud faster than your unsecured customer data. The recent CRMKonvo discussion with Christian Knoll, CEO of Spice CRM, highlighted a glaring disconnect between the political theater of data sovereignty and the concrete reality of enterprise architecture. The narrative being pushed by the major hyperscalers is masterful. They propose that establishing a data center on European soil instantly absolves an organization of all compliance sins. This is a dangerous oversimplification that fundamentally misunderstands how modern CRM and CDP systems function. TL;DR If you want to watch the full CRMKonvo, please go ahead here (optimized for smartphones) or here (optimized for tablets/computers). Else, be my guest and continue to read. Or do both … The American Elephant in the Brandenburg Data Center Let us address the most prominent piece of vendor fiction currently circulating the market. The German Federal Office for Information Security is cooperating with Amazon Web Services to build a “sovereign” cloud region in Germany. SAP is loudly expanding its sovereign cloud offerings across Europe. The pitch is incredibly seductive for panicked C-level...