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1For Software Companies</span></span></span></a></li><li class="border-primary/50 mt-4 border-t pt-3"><a class="block" href="/en/for-saas-companies"><span class="flex"><span class="block"><span class="navitem-title block hover:underline text-primary font-medium">For SaaS Companies</span></span></span></a></li><li class="border-primary/50 mt-4 border-t pt-3"><a class="block" href="/en/for-insurance-companies"><span class="flex"><span class="block"><span class="navitem-title block hover:underline text-primary font-medium">For Insurance Companies</span></span></span></a></li></ul></div></div></div></li><li class="whitespace-nowrap pr-2 lg:pr-4 md:mx-2 lg:mx-3"><a href="/en/blog">Blog</a></li></ul></nav><div class="order-3"><ul class="flex flex-wrap ml-2 lg:ml-4 text-sm hidden md:flex"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-1 px-2 text-white bg-primary px-4 border border-primary -mr-2 ml-2" _system="[object Object]" label="Header: Whitepaper" href="/en/download-whitepaper-copilot">Whitepaper<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div><button type="button" class="order-4 ml-4 cursor-pointer md:hidden!" aria-controls="mobile-navigation" aria-expanded="false" aria-label="Mobile Navigation öffnen"><i class="fa-light fa-fw fa-bars" aria-hidden="true"></i></button></div></div></header><main id="main-content" class="content-wrapper"><section class="px-6 max-w-[100vw] overflow-x-hidden relative bg-body"><div class="md:pt-[102px]"></div><div class="container mx-auto relative h-[80px] md:flex md:h-[120px]"><div class="h-full w-1/2"></div></div><div class="container mx-auto max-w-[1000px] relative flex flex-col md:flex-row"><div class="order-2 flex w-full flex-col md:w-1/2 md:py-0 pb-0 pt-5 md:order-1"><div class="flex md:h-full md:items-center"><div class="flow-root md:mr-[80px]"><h1 class="my-4 text-bodytext"><a href="/en/blog/content-first-ai-later-why-90-of-your-companys-data-isnt-ready-for-ai"><span>Content first, AI later: Why 90% of your company's data isn't ready for AI</span></a></h1><div class="my-4 text-bodytext"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-08-27T07:29:00.000Z" class="text-gray mr-3">Aug 27, 2026</time></div><p class="mt-4">Nine in ten business documents are unstructured: scans, duplicates, superseded contract versions, chains of cross-references. Why RAG doesn't fix that, and what comes before the first prompt.</p><ul class="flex flex-wrap mt-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-white bg-primary px-4 border border-primary mb-2" href="/en/blog/content-first-ai-later-why-90-of-your-companys-data-isnt-ready-for-ai">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div></div><div class="flex w-full py-5 md:w-1/2 md:items-center md:py-0 order-1 pb-5 pt-0 md:order-3"></div></div><div class="container mx-auto relative h-[80px] md:flex md:h-[120px]"><div class="h-full w-1/2"></div></div></section><section class="px-6 max-w-[100vw] overflow-x-hidden bg-platinum"><div class="w-full py-[40px] md:py-[80px]"><div class="flex flex-row flex-wrap justify-center px-3"><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/260-chicken-mcnuggets-where-ai-pilot-projects-hit-the-wall"><span>260 Chicken McNuggets: Where AI Pilot Projects Hit the Wall</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-07-27T07:29:00.000Z" class="text-gray mr-3">Jul 27, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">Why do 95% of AI pilots deliver nothing measurable? Because the demo shows the system's best day â while production gets judged on its average. Episode 2 dissects the most expensive stretch of any AI project: the one between the applause for the demo and the Monday morning it actually has to run. With real cases â Klarna, McDonald's and its 260 Chicken McNuggets, the sobering IBM and MIT numbers â and the one question that separates the salespeople from the builders.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/260-chicken-mcnuggets-where-ai-pilot-projects-hit-the-wall">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=1536&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/21b8391238dda3df4adb7183494dcc8fa5eb5314-1536x1024.png?w=1536&q=75&fit=max&auto=format 1536w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=4805ae2f-3565-4fb7-8940-37473b1c2cf6;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/polite-confident-wrong-what-a-licensing-chat-reveals-about-ai-support"><span>Polite, Confident, Wrong: What a Licensing Chat Reveals About AI Support</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-07-23T09:54:29.246Z" class="text-gray mr-3">Jul 23, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">AI chatbots in customer service almost always sound the same: friendly, helpful, and sure of themselves. That's exactly what makes them pleasant to use â and exactly why they're a problem. A confident tone says nothing about whether an answer is actually correct. A recent case from our own day-to-day work makes that very concrete.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/polite-confident-wrong-what-a-licensing-chat-reveals-about-ai-support">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/the-smarter-the-ai-the-subtler-the-hallucinations"><span>The smarter the AI, the subtler the hallucinations</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-07-21T07:29:00.000Z" class="text-gray mr-3">Jul 21, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">Why does AI invent sources, quotes, even entire court rulings? Because it doesn't lie â it guesses, and we trained it to. The false sentence sounds exactly like the true one, and the better the models get, the harder it is to catch. Episode 1 uses real cases â Deloitte, Air Canada, a lawyer fined $10,000 â to show why hallucinations aren't a bug but a feature. And the one shift that turns AI from a liability into a tool you can build a process on.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/the-smarter-the-ai-the-subtler-the-hallucinations">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/eu-ai-act-myth-and-reality"><span>EU AI Act: Myth and Reality</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-03-20T17:57:00.000Z" class="text-gray mr-3">Mar 20, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">The EU AI Act is law âit is not a draft. Many prohibitions are already in effect, with high-risk regulations set to follow starting in 2026/27. This affects not only AI providers but also companies acting as âdeployersâ (e.g., in recruiting, scoring, and support). In this episode: What is prohibited, what is considered high-risk, what transparency and documentation requirements are comingâand how companies can achieve compliance in a pragmatic way.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/eu-ai-act-myth-and-reality">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/artificial-intelligence-technology-or-strategy"><span>Artificial intelligence - technology or strategy?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-02-09T12:32:29.381Z" class="text-gray mr-3">Feb 9, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">AI is everywhereâbut itâs rarely effective in day-to-day business operations. This episode highlights three common pitfalls: a wait-and-see approach (which leads to shadow AI), a âco-pilot for everyoneâ strategy with no real impact, and a Center of Excellence disconnected from real-world problems. Instead of treating AI as an ideology, the key is to strike a balance: digitize processes, identify bottlenecks, and use AI to significantly reduce the workload on top performers and scale operations.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/artificial-intelligence-technology-or-strategy">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/agile-or-fragile-why-waterfall-is-simply-the-better-choice-for-some-projects"><span>Agile or fragile? Why waterfall is simply the better choice for some projects</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2026-01-20T13:08:00.000Z" class="text-gray mr-3">Jan 20, 2026</time></div><p class="mb-4 grow px-6 leading-relaxed">Agile project management is not an end in itself, but requires clear roles, prioritization, decision-making authority, and a cross-functional environment. Depending on the stability of requirements, compliance and documentation needs, external dependencies, and budget/fixed price constraints, waterfall or hybrid approaches are often more appropriate, and a method-driven âpseudo-agilityâ can otherwise lead to chaos, scope creep, and cost/schedule risks.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/agile-or-fragile-why-waterfall-is-simply-the-better-choice-for-some-projects">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/compliance-processes-automated-with-llms-et-al"><span>AI in practice - Compliance processes automated with LLMs et al.</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2025-12-02T13:08:00.000Z" class="text-gray mr-3">Dec 2, 2025</time></div><p class="mb-4 grow px-6 leading-relaxed">An AI-supported, auditable human-in-the-loop workflow automates recurring compliance questionnaires based on your own documents, drastically reducing manual expert effort while increasing consistency and traceability.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/compliance-processes-automated-with-llms-et-al">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug">
1<a class="hover:underline" href="/en/blog/these-3-stumbling-blocks-trip-up-software-projects"><span>These 3 stumbling blocks trip up software projects</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2025-08-06T12:08:00.000Z" class="text-gray mr-3">Aug 6, 2025</time></div><p class="mb-4 grow px-6 leading-relaxed">75% of all software projects fail â not due to technical issues, but because of organizational pitfalls. This episode reveals the three most common traps and provides concrete solutions on how better structures and risk-driven approaches lead projects to success.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/these-3-stumbling-blocks-trip-up-software-projects">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/will-ai-die-of-inbreeding"><span>Will AI die of inbreeding?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2025-07-15T12:08:00.000Z" class="text-gray mr-3">Jul 15, 2025</time></div><p class="mb-4 grow px-6 leading-relaxed">Originality, creativity - these concepts are part of what makes us human. Can AI - which is becoming more and more human-like - also be creative and original? What does it mean for us if we let AI do the writing for us? In this episode, we touch on a few more philosophical questions that we believe are still unanswered and perhaps too rarely asked.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/will-ai-die-of-inbreeding">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/generative-ai-agents-one-job-one-bot"><span>Generative AI agents - One job, one bot</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2025-01-24T10:39:00.000Z" class="text-gray mr-3">Jan 24, 2025</time></div><p class="mb-4 grow px-6 leading-relaxed">In this episode, we delve deep into the world of Agentic AI and explore whether specialized AI agents can revolutionize business processes by handling complex tasks autonomously and efficiently.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/generative-ai-agents-one-job-one-bot">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=1024&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/a0b0b9107b7215b8ba36f000356a852be8e781a2-1024x1024.webp?w=1024&q=75&fit=max&auto=format 1024w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=2bc52914-b26a-45c7-8284-e9d28f20514a;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/the-future-of-data-analysis"><span>The future of data analysis â A conversation with Christian Schömmer</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-11-13T08:28:00.000Z" class="text-gray mr-3">Nov 13, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">Data Warehouse, Data Lake, Data Lakehouse - the terms are constantly escalating. But what do I really need for which purpose? Is my old (and expensive) database sufficient or would a âData Lakehouseâ really help my business? Especially in combination with Generative AI, the possibilities are as diverse as they are confusing. Together with Christian Schömmer, we sit down in front of the data house by the lake and get to the bottom of it.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/the-future-of-data-analysis">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=1024&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/2098bddda1bf737bc51b8077a5124853f304c1d1-1024x1024.webp?w=1024&q=75&fit=max&auto=format 1024w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=ce8534e8-1ada-477a-9e22-fde490637c22;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/generative-ai-in-business-critical-processes"><span>"Digitale Wissensbissen": Generative AI in Business-Critical Processes</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-09-18T07:28:00.000Z" class="text-gray mr-3">Sep 18, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">After the somewhat critical view of generative AI in the last episode, this time we are looking at the specific application: can generative AI already be integrated into business processes and, if so, how exactly does it work? It turns out that if you follow two or three basic rules, most of the problems fade into the background and the cool possibilities of generative AI can be exploited with relatively little risk. We discuss in detail how we built a compliance application that maximizes the benefits of large language models without sacrificing human control and accountability. (Episode in German)</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/generative-ai-in-business-critical-processes">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=1615&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=1536&q=75&fit=max&auto=format 1536w, https://cdn.sanity.io/images/hj5qqscs/website-green/285573859ac905c342f0769cc6b9fdbf3b812163-1615x1080.jpg?w=1615&q=75&fit=max&auto=format 1615w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=1ad816e2-ccec-4840-b737-48da33f2effd;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/bleeding-edge-curse-or-blessing"><span>Bleeding Edge - curse or blessing?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i>
1<time dateTime="2024-07-26T10:55:57.505Z" class="text-gray mr-3">Jul 26, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">We rely on bleeding edge technologies to drive companies forward with innovative solutions. That's why, in discussions with customers and partners or in our webinars, we are always keen to explain the benefits and possibilities of modern technologies to companies. But we also use AI ourselves: by automating tendering processes, we have been able to save valuable resources and increase efficiency.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/bleeding-edge-curse-or-blessing">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=1024&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/1390fa3fb826aaebb38d4a1222c6045bd16fdb0a-1024x1024.webp?w=1024&q=75&fit=max&auto=format 1024w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=5ec5642f-9f39-4bdc-bae6-63c4d5163cca;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/cloud-migration-a-double-edged-sword"><span>Cloud Migration - a double-edged sword</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-07-19T07:28:00.000Z" class="text-gray mr-3">Jul 19, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">We see so many cloud migrations nipped in the bud because of the simple âlift & shiftâ solution being propagated. In this episode, we explain why this approach, while attractive, actually leaves out all the cloud benefits and instead usually results in huge cost increases. Of course, we also discuss how to do it better.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/cloud-migration-a-double-edged-sword">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9cd1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=1024&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9c
1d1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9cd1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9cd1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9cd1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/7c5b8b8e9cd1a8b50609c768e9f78ca2ec57c245-1024x1024.webp?w=1024&q=75&fit=max&auto=format 1024w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=674b7800-4edc-4c1b-94fa-5f56f383b76c;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/current-ai-is-like-a-12-year-old-colleague"><span>Current AI is like a 12-year-old colleague</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-07-08T11:14:06.128Z" class="text-gray mr-3">Jul 8, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">The technology must be embedded in the process and adapted to the process and not float next to it unconnected. This also applies to large language models - although their "humanity" gives the impression that they can be treated like a colleague rather than a tool. But how many business areas benefit from a colleague with the intellectual capacity of a twelve-year-old?</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/current-ai-is-like-a-12-year-old-colleague">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=1400&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/d3b17a42ed1ccdafdfc1f9ab6b0df97fe510710e-1400x933.jpg?w=1400&q=75&fit=max&auto=format 1400w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=bb31eeb8-27e5-4df5-86bc-13a441522480;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/chatgpt-knows-nothing"><span>ChatGPT "knows" nothing</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-03-11T08:50:39.848Z" class="text-gray mr-3">Mar 11, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">
1Language models are notoriously struggling to recall facts reliably. Unfortunately, they also almost never answer "I don't know". The burden of distinguishing between hallucination and truth is therefore entirely on the user. This effectively means that this user must verify the information from the language model - by simultaneously obtaining the fact they are looking for from another, reliable source. LLMs are therefore more than useless as knowledge repositories. </p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/chatgpt-knows-nothing">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=1920&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=1536&q=75&fit=max&auto=format 1536w, https://cdn.sanity.io/images/hj5qqscs/website-green/11827a747c840847a85b882af60c661ac96007ec-2000x1668.jpg?w=1920&q=75&fit=max&auto=format 1920w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=eb868e53-1559-4a98-b401-037afbb994c2;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/rundify---read-understand-verify"><span>Rundify - read, understand, verify</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2024-02-29T16:04:25.225Z" class="text-gray mr-3">Feb 29, 2024</time></div><p class="mb-4 grow px-6 leading-relaxed">Digital technology has overloaded people with information, but technology can also help them to turn this flood into a source of knowledge. Large language models can - if used correctly - be a building block for this. Our "rundify" tool shows what something like this could look like.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/rundify---read-understand-verify">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=1400&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/854955298aeeebd18103783ff0f5378ec87b0465-1400x1174.jpg?w=1400&q=75&fit=max&auto=format 1400w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=ee194f22-e1cf-4b1b-9179-f368aae99276;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/chatgpt-and-the-oil-spill"><span>ChatGPT and the oil spill</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-09-13T15:45:17.610Z" class="text-gray mr-3">Sep 13, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">Like with deep learning before, data remains important in the context of large language models. But this time around, since somebody else trained the foundation model, it is impossible to tell what data is really in there. Since lack of data causes hallucinations etc. this ignorance has pretty severe consequences. </p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/chatgpt-and-the-oil-spill">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=1920&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=1536&q=75&fit=max&auto=format 1536w, https://cdn.sanity.io/images/hj5qqscs/website-green/b2c53a7d81a944edcbcc1236dd994c1439c6abf3-1920x1081.png?w=1920&q=75&fit=max&auto=format 1920w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=b7ff4fc3-1aa9-4737-a61d-d13adbef0d7c;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/meaningful-autocomplete-still-missing"><span>Meaningful autocomplete still missing</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-06-22T09:15:11.773Z" class="text-gray mr-3">Jun 22, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">We take a look at major German media portals and how they deal with the issue of search and autocomplete. A spoiler in advance: The situation remains sad.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/meaningful-autocomplete-still-missing">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=1400&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/857ee9c74717bd8a7f0e6434b4966069371e74e6-1400x937.jpg?w=1400&q=75&fit=max&auto=format 1400w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=6c8712c
1a-372c-4baf-9df5-029f8267112a;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/how-to-ai---llms-as-a-commodity"><span>How to "AI" - LLMs as a Commodity</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-06-12T11:59:16.904Z" class="text-gray mr-3">Jun 12, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">How can companies innovate using AI? How do you go beyond wrapping ChatGPT in a pretty UI?</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/how-to-ai---llms-as-a-commodity">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=1200&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/36fd82b220e6e83b5c13bd0d227cb4e5f4bdf3ce-1200x800.jpg?w=1200&q=75&fit=max&auto=format 1200w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=99ac56da-a39b-43c4-8353-8e25f556d0e5;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/man-machine-and-machine-man"><span>Man-machine and machine-man</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-05-04T11:20:43.037Z" class="text-gray mr-3">May 4, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">What ticket sellers and Instagrammers have in common, and how AI might cost them both their jobs. </p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/man-machine-and-machine-man">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=1920&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=1536&q=75&fit=max&auto=format 1536w, https://cdn.sanity.io/images/hj5qqscs/website-green/b084e22490a362935e92f66b2b4fb1555ef50e4f-2000x1333.jpg?w=1920&q=75&fit=max&auto=format 1920w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=ce069f78-ffa1-4c28-b5a4-6f82e863165c;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/who-reads-policies-anyway"><span>Who reads policies anyway?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-05-02T14:04:29.565Z" class="text-gray mr-3">May 2, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">The demo of our new product "Quaestio" pits AI and paperwork against each other. It looks like the AI is winning.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/who-reads-policies-anyway">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=1400&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/fb1eb38f47e3f77116b01772633a7a1df6633a63-1400x880.jpg?w=1400&q=75&fit=max&auto=format 1400w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=836b5d0b-48f4-4c76-a525-f31e96eba2d7;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/now-we-suggest-something"><span>Now we suggest something!</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-03-27T18:56:19.091Z" class="text-gray mr-3">Mar 27, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">At the end of last year, Johannes wrote a blog post about how online magazines can improve user experience by implementing an autocomplete feature. âProximaâ is our suggested solution in order to provide the best results possible.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/now-we-suggest-something">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=1200&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/89aff9a37204098a40d8a284de8853c5d063ec5b-1200x800.jpg?w=1200&q=75&fit=max&auto=format 1200w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=80643030-7a72-4dcc-b98e-06242df98e8b;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/5-reasons-why-chatgpt-is-often-not-the-solution"><span>5 reasons why ChatGPT is (often) not the solution</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-03-16T15:18:23.210Z" class="text-gray mr-3">Mar 16, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">The release of GPT-4 is renewing the buzz around Large Language Models. Are these tools ready for prime time now?</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/5-reasons-why-chatgpt-is-often-not-the-solution">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=1200&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/b6dd8b3f9516e73fb09814c0aa2e8cb796a5c197-1200x800.jpg?w=1200&q=75&fit=max&auto=format 1200w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=cc44d5b0-11d7-49c8-ba35-bf4e59caefce;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/is-this-the-death-of-all-world-changing-ai-applications"><span>Is this the death of all world-changing AI applications?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-02-27T12:31:18.239Z" class="text-gray mr-3">Feb 27, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">If an AI sometimes lies to me, is it of any use at all? We examine the areas of application for which lying AI is suitable and where it has no place.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/is-this-the-death-of-all-world-changing-ai-applications">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/chat-and-other-gpts"><span>Chat and other GPTs (ChatGPT and its predecessors)</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-02-20T11:41:13.714Z" class="text-gray mr-3">Feb 20, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">What is ChatGPT capable of? Instead of uncritical applause or doomsday scenarios, a level-headed look at the underlying technologies and the possibilities that arise from them.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/chat-and-other-gpts">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/cloud-naive-or-cloud-native"><span>Cloud Naive or Cloud Native</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-02-08T11:11:01.721Z" class="text-gray mr-3">Feb 8, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">
1We prefer to discuss Text AI and Natural Language Processing, but in this video we'll go over the basics. We talk about scaling, the serverless trend, and cloud-native services - all things you might be interested in.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/cloud-naive-or-cloud-native">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=1400&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=1024&q=75&fit=max&auto=format 1024w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=1280&q=75&fit=max&auto=format 1280w, https://cdn.sanity.io/images/hj5qqscs/website-green/d30ac8106b328ea8e863cb8603e9befa616132be-1400x875.jpg?w=1400&q=75&fit=max&auto=format 1400w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/more-value-per-dollar"><span>More value per dollar</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-01-27T07:29:56.755Z" class="text-gray mr-3">Jan 27, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">We develop products. Whether for ourselves or for customers, we invest the same enthusiasm and have the same quality standards. How we deliver the maximum added value, we describe here.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/more-value-per-dollar">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=1000&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/8597bb2a624f6d1be993d030743066f3bff9d702-1000x557.jpg?w=1000&q=75&fit=max&auto=format 1000w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=3e687e26-9df0-4a64-8bcd-611b9864c2b2;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/chatgpt-and-the-end-of-the-software-engineer"><span>
1Helpful at all costs - ChatGPT and the end of the software engineer</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2023-01-19T08:59:27.486Z" class="text-gray mr-3">Jan 19, 2023</time></div><p class="mb-4 grow px-6 leading-relaxed">ChatGPT may help software developers in some cases, but it won't replace them. It can be helpful to a certain degree, but its eagerness to give wrong answers can be counterproductive. (Automatically generated summary)</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/chatgpt-and-the-end-of-the-software-engineer">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=993&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/94f934dcaafab9b953a448e8a899e0168a70d055-993x920.png?w=993&q=75&fit=max&auto=format 993w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=80e0eb67-66ac-4f70-a590-1ea52feee74d;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/may-i-suggest-something"><span>May I suggest something?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2022-12-12T09:48:15.601Z" class="text-gray mr-3">Dec 12, 2022</time></div><p class="mb-4 grow px-6 leading-relaxed">Web portals should go beyond offering a search function and implement Suggest features to make searching easier, more relevant and more enjoyable. This is possible by providing suggestions in different categories. (Summary generated by NEOMO summarizer)</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/may-i-suggest-something">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=1000&q=75&fit=max&auto=format" decoding="async" srcSet="https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=320&q=75&fit=max&auto=format 320w, https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=480&q=75&fit=max&auto=format 480w, https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=640&q=75&fit=max&auto=format 640w, https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=768&q=75&fit=max&auto=format 768w, https://cdn.sanity.io/images/hj5qqscs/website-green/c2eb6f4ddece8f84a9ae1bec82285b8d9ef970d5-1000x667.jpg?w=1000&q=75&fit=max&auto=format 1000w" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=8ca638b3-b7c7-478b-a4c0-f451a59b1969;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/to-search-or-not-to-search"><span>To search or not to search</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2022-11-22" class="text-gray mr-3">Nov 22, 2022</time></div><p class="mb-4 grow px-6 leading-relaxed">We are still not done with search â although we are at it since 2001.</p><ul class="flex flex-wrap my-3 px-6">
1<li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/to-search-or-not-to-search">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div><div class="mb-6 flex w-full flex-col px-3 sm:w-1/2 md:w-1/3 xl:w-1/4 2xl:w-1/5"><div class="flex w-full grow break-inside-avoid-column flex-col bg-body rounded-xl overflow-hidden text-sm"><div class="relative mb-6 overflow-hidden h-[200px]"><img alt="Image" class="relative h-full w-full object-cover" src="https://cdn.sanity.io/images/hj5qqscs/website-green/3c7f9224170d0b0cb77fc44a3ed4fe679bae9098-300x200.svg?auto=format" decoding="async" sizes="(min-width: 1536px) 290px, (min-width: 1280px) 23vw, (min-width: 768px) 31vw, (min-width: 640px) 48vw, 100vw" loading="lazy" data-sanity="id=dac6884d-c7cb-4813-9aa0-4b409c749fb6;type=post;path=coverImage.en;base=%2Fstudio" height="200"/></div><h2 class="mb-2 px-6 !text-sm leading-snug"><a class="hover:underline" href="/en/blog/whats-in-a-name"><span>Whatâs in a name?</span></a></h2><div class="mb-2 px-6 text-sm"><i class="fa-solid fa-fw fa-calendar text-primary mr-1"></i><time dateTime="2021-02-08T14:29:00.000Z" class="text-gray mr-3">Feb 8, 2021</time></div><p class="mb-4 grow px-6 leading-relaxed">Some may claim that my co-founder Florian and I simply enjoy rebranding companies on a regular basis.</p><ul class="flex flex-wrap my-3 px-6"><li class="mr-2"><a class="cursor-pointer disabled:cursor-not-allowed whitespace-nowrap inline-block rounded-full button-class max-md:text-ellipsis max-md:overflow-hidden max-w-[300px] xs:max-w-[600px] py-2 px-4 text-primary bg-body px-4 border border-primary mb-2" href="/en/blog/whats-in-a-name">Read more<i class="fa-light fa-chevron-right ml-2"></i></a></li></ul></div></div></div></div></section><section class="px-6 max-w-[100vw] overflow-x-hidden relative bg-hero shadow-[inset_0px_-10px_15px_-15px_rgba(0,0,0,0.5),inset_0px_10px_15px_-15px_rgba(0,0,0,0.5)]"><a id="promo"></a><div class="container mx-auto relative h-[80px] md:flex md:h-[120px]"><div class="h-full w-1/2"></div></div><div class="container mx-auto flex flex-col md:flex-row"><div class="flex w-full flex-col lg:py-0"><div class="flex md:h-full"><div class="flow-root md:mr-[80px]"><h1 class="my-4 text-bodytext">There's more where this came from!</h1></div></div></div></div><div class="container mx-auto flex flex-col lg:flex-row"><div class="mb-6 flex w-full flex-col lg:mb-0 lg:w-1/2 lg:py-0"><div class="flex md:h-full"><div class="flow-root md:mr-[80px]"><div class="flow-root"><h2 class="mb-4 text-bodytext">Subscribe to our newsletter</h2><p class="mb-2">If you want to disconnect from the X madness and LinkedIn bubble but still want our content, we are honoured and we got you covered: Our Newsletter will keep you posted on all that is noteworthy.</p><p class="mb-2">Please use the form below to subscribe. </p></div><div class="w-full"><form id="neomo-get-started" class="grid grid-cols-2 gap-4" method="post"><input type="text" placeholder="First name" class="border-bodytext col-span-2 border p-3 rounded-full md:col-span-1" required="" data-lpignore="true" name="FNAME"/><input type="text" placeholder="Last name" class="border-bodytext col-span-2 border p-3 rounded-full md:col-span-1" required="" data-lpignore="true" name="LNAME"/><input type="email" placeholder="Email" class="border-bodytext col-span-2 border p-3 rounded-full md:col-span-2" required="" data-lpignore="true" name="EMAIL"/><input type="hidden" data-lpignore="true" name="listId" value="d385016bff"/><input type="hidden" data-lpignore="true" name="processingConsentCheckboxLabelMergeField" value="MERGE6"/><input type="hidden" data-lpignore="true" name="processingConsentTextMergeField" value="MMERGE5"/><div class="col-span-2 text-sm text-gray" data-testid="consentToProcess"><p class="mb-2">NEOMO is committed to protecting and respecting your privacy and will only use your personal data to manage your account and provide the information you request. 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