{"id":1672,"date":"2024-12-16T11:00:00","date_gmt":"2024-12-16T12:00:00","guid":{"rendered":"https:\/\/web-stil.info\/?p=1672"},"modified":"2025-05-02T22:18:44","modified_gmt":"2025-05-02T22:18:44","slug":"why-you-need-an-ai-customer-data-platform-top-picks","status":"publish","type":"post","link":"https:\/\/web-stil.info\/index.php\/2024\/12\/16\/why-you-need-an-ai-customer-data-platform-top-picks\/","title":{"rendered":"Why You Need An AI Customer Data Platform (+ Top Picks)"},"content":{"rendered":"<p>Customer data: can\u2019t understand it, can\u2019t afford NOT to understand it. That\u2019s how I used to feel about data, and I thought throwing AI into the mix would make the confusion even worse. I\u2019m happy to report <em>just <\/em>how wrong I was.<\/p>\n<p>Artificial intelligence (AI) makes collecting, interpreting, and acting on customer data far easier than traditional data tools. There are also countless products on the market to help make this process as effective and fast as possible.<a class=\"cta_button\" href=\"https:\/\/www.hubspot.com\/cs\/ci\/?pg=34eef95d-5e05-4093-801d-4da4349554a5&amp;pid=53&amp;ecid=&amp;hseid=&amp;hsic=\"><img loading=\"lazy\" class=\"hs-cta-img \" style=\"height: auto !important;width: auto !important;max-width: 100% !important;border-width: 0px;margin: 0 auto;margin-top: 20px;margin-bottom: 20px\" alt=\"Download Now: How to Use AI for Data Analysis [Free Guide]\" height=\"58\" width=\"548\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/53\/34eef95d-5e05-4093-801d-4da4349554a5.png\" align=\"middle\" \/><\/a><\/p>\n<p>Customer data platforms have been a resource for companies of all sizes for a long time, and AI has added a level of operational ease that will assist even the most numbers-adverse individual<em> (raises hand)<\/em> in confidently making data-backed decisions. Let\u2019s look at what unique opportunities AI brings to the customer data conversation, and which platforms are the most popular <em>(and why<\/em>).<\/p>\n<p><strong>Table of Contents<\/strong><\/p>\n<ul>\n<li><a href=\"#what-is-an-ai-customer-data-platform\">What Is an AI Customer Data Platform?<\/a><\/li>\n<li><a href=\"#how-does-an-ai-customer-data-platform-work\">How Does an AI Customer Data Platform Work?<\/a><\/li>\n<li><a href=\"#benefits-of-an-ai-customer-data-platform\">Benefits of an AI Customer Data Platform<\/a><\/li>\n<li><a href=\"#pitfalls-to-avoid\">Pitfalls to Avoid<\/a><\/li>\n<li><a href=\"#examples-of-some-ai-cdps-i-recommend\">Examples of Some AI CDPs I Recommend<\/a><\/li>\n<li><a href=\"#detangling-your-data\">Detangling Your Data<\/a><\/li>\n<\/ul>\n<p><a><\/a> <\/p>\n<h2>What Is an AI Customer Data Platform?<\/h2>\n<p>An AI <a href=\"https:\/\/blog.hubspot.com\/service\/customer-data-platform-guide\">customer data platform<\/a> (CDP) is software that gathers, organizes, unifies, and interprets customer data using artificial intelligence. It offers an unparalleled understanding of your customers\u2019 first-party data, aiding in decision-making in every department.<\/p>\n<p>Data collection must be done ethically to remain lawful and have adequate privacy compliance, and the data infrastructure must be secure to avoid breaches and outages.<\/p>\n<p><a><\/a> <\/p>\n<h2>How Does an AI Customer Data Platform Work?<\/h2>\n<p>The first step in using an AI CDP is setting it up to collect data. Your chosen platform will automatically sync with your website, email, CRM, etc., to unify diverse data sources into a single source of truth.<\/p>\n<p>Then, a variety of AI functions, such as natural language processing (NLP), machine learning, and predictive analytics, will process your data.<\/p>\n<p>Once your data is processed, you\u2019re provided with actionable recommendations that advance your sales, marketing, and advertising efforts.<\/p>\n<p><a><\/a> <\/p>\n<h2>Benefits of an AI Customer Data Platform<\/h2>\n<p>While you can <a href=\"https:\/\/blog.hubspot.com\/service\/how-to-choose-cdp\">choose a CDP<\/a> that doesn\u2019t have an AI focus, I think there are endless applications of artificial intelligence worth considering. Here are the specific benefits you can expect when using an AI CDP.<\/p>\n<h3>Future-Facing Data Process<\/h3>\n<p>The data landscape is changing \u2014 <em>rapidly<\/em>. Cookies are dead. Regulations are changing. AI is being thrown around like confetti<em> (and not always responsibly).<\/em><\/p>\n<p>Many data platforms are working AI into their infrastructure, but not every platform is monitoring the changes on a larger scale. This can lead to important details being missed, for example not adhering to new regulations like the <a href=\"https:\/\/artificialintelligenceact.eu\/\">EU Artificial Intelligence Act<\/a>.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-2-20241126-8665367.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: EU Artificial Intelligence Act screenshot \" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/artificialintelligenceact.eu\/\">Source<\/a><\/em><\/p>\n<p>What if you\u2019re not keeping up with the times? Your platform could still be relying on cookies, which have gone stale.<\/p>\n<p><strong><a href=\"https:\/\/blog.hubspot.com\/marketing\/third-party-cookie-phase-out\">Statistic<\/a><\/strong>: When Google announced its phase-out of website cookies, 41% of marketers said their biggest challenge would be their inability to track the right data.<\/p>\n<p>Data platforms that aren\u2019t aggressively surveying and responding to changing regulations won\u2019t be keeping up with the times for long. Small business owners aren\u2019t data scientists; they can\u2019t be expected to run their businesses, monitor the data landscape, and react accordingly.<\/p>\n<p>This is why I think it\u2019s beneficial to use CDPs that are leaders in the AI space, who will monitor AI\u2019s evolution and adapt.<\/p>\n<h3>Get predictive insights.<\/h3>\n<p>AI can provide deeper predictive analytics than traditional data software. This predictive modeling turns a pile of numbers into actionable insights that can offer more personalized customer experiences.<\/p>\n<p><strong>Example<\/strong>: AI CDP platform <a href=\"https:\/\/blueshift.com\/predictive-audiences\/\">Blueshift<\/a> generates a rating for each customer based on their likelihood of converting, which updates automatically as more data is collected. This creates predictive segments, making highly targeted campaigns easy to develop and employ.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-3-20241126-4122972.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Screenshot showing predictive insights\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/blueshift.com\/predictive-audiences\/\">Source<\/a><\/em><\/p>\n<h3>Improve customer experience.<\/h3>\n<p>Data isn\u2019t only used by sales and marketing to help woo new customers \u2014 existing customers benefit greatly from it as well.<\/p>\n<p>Customers\u2019 information being gathered and processed by AI helps your customer service team deliver faster, more relevant support. Customer profiles contain more information than just purchase history and first-party data. AI platforms gather communication across channels and provide unique and actionable insights for service reps.<\/p>\n<p>I know this can make some users nervous, but I welcome this because I\u2019ve seen firsthand how AI is improving customer service for platforms that I use. And I\u2019m not the only one.<\/p>\n<p><strong>AI in the wild<\/strong>: The next time you\u2019re engaging with customer services, look critically at the conversation and see if you can notice past communications being accounted for.<\/p>\n<h3>Leverage machine learning.<\/h3>\n<p>Machine learning is a very powerful function of AI that enables software to read your data, learn from it, and make predictive insights. While similar results can come from data analysis tools, machine learning does this automatically without needing to be programmed. In marketing and sales, it enables data-driven decision making.<\/p>\n<p><strong>Pro tip<\/strong>: I suggest you start using machine learning with a <em>focused<\/em> scope to improve accuracy. The vast amounts of data will naturally lead to a lot of unnecessary data, and starting with a wide focus won\u2019t get the same results.<\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v%3DfBqFqcWVjCo%26list%3DPLlw9qxNtFom2JqbUWKTALkvQ8TYl2Z5F0\">https:\/\/www.youtube.com\/watch?v=fBqFqcWVjCo&amp;list=PLlw9qxNtFom2JqbUWKTALkvQ8TYl2Z5F0<\/a><\/p>\n<h3>Personalize customer experiences.<\/h3>\n<p>Recommender system algorithms changed the online experience radically \u2014 these algorithms took millions of social media posts and identified which ones you would like most. It offered a tailored experience to each user, which can now be taken to even further heights with AI-powered insights into customer interests. This can advance your sales, customer service, and marketing efforts.<\/p>\n<p><strong><a href=\"https:\/\/blog.hubspot.com\/service\/ai-customer-service-predictions\">Statistic<\/a><\/strong>: A study by Accenture discovered that 91% of consumers reported being more likely to shop with brands that remember, recognize, and provide relevant recommendations and offers.<\/p>\n<p>For example, your data platform can leverage behavioral data to identify customers at a specific stage of the customer journey. Then, run targeted ads to that unique group. You can further the financial impact of personalization by only targeting high-value customers with a high <a href=\"https:\/\/blog.hubspot.com\/service\/how-to-calculate-customer-lifetime-value\">customer lifetime value<\/a>.<\/p>\n<p><a><\/a> <\/p>\n<h2>Pitfalls to Avoid<\/h2>\n<p>We don\u2019t need to dwell too long on the downsides of using an AI CDP, but I think it\u2019s worth touching on briefly. You\u2019re not ready for an AI CDP if the following statements describe you:<\/p>\n<ul>\n<li><strong>Lack of a plan<\/strong>. Gathering data without knowing how to use it is like setting sail without a destination.<\/li>\n<li><strong>No team training<\/strong>. It\u2019s a miscalculation to assume that your team understands AI and how it\u2019s working to help them (not replace them).<\/li>\n<li><strong>Lackadaisical approach to<\/strong> <strong><a href=\"https:\/\/blog.hubspot.com\/sales\/ethical-ai\">AI ethics<\/a><\/strong>. Ignoring AI ethics puts you on the fast track to losing customer trust and sinking below industry standards.<\/li>\n<\/ul>\n<p><strong>Pro tip<\/strong>: Understanding your KPIs is essential for leveraging customer data efficiently. Use our free <a href=\"https:\/\/offers.hubspot.com\/customer-service-metrics\">customer service metrics calculator<\/a> to help.<\/p>\n<p>With the benefits and pitfalls understood, let\u2019s get up close and personal with some of the most-recommended platforms on the market.<\/p>\n<p><a><\/a> <\/p>\n<h2>Examples of Some AI CDPs I Recommend<\/h2>\n<p>I\u2019ve reviewed five of the most popular AI CDPs out there. Here\u2019s a summary of their key features, stand-out qualities, and a summary of what <a href=\"https:\/\/www.g2.com\/\">online reviewers<\/a> have to say.<\/p>\n<h3>1. <a href=\"https:\/\/segment.com\/\">Twilio Segment<\/a><\/h3>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-4-20241126-2512696.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"AI customer data platform screenshot of Twilio Segment\" \/><\/p>\n<p>Twilio Segment (previously just Segment) has a heavy emphasis on using data and <strong>improving customer satisfaction<\/strong> and experience. I like the focus on activating customer data using pre-built tools in your dashboard. Key features include a unified view of customer data, predictive insights, and 400+ advanced integrations.<\/p>\n<p>A powerful element is the <a href=\"https:\/\/segment.com\/product\/protocols\/\">Protocols feature<\/a>, which tackles data cleansing. You can also explore features that are specific to individual departments, like data, marketing, and products. When you set up your account, you can select which department you work in. Then, you get a specific guided onboarding process. I thought this was a great touch that helped reduce overwhelm.<\/p>\n<p><strong>Price<\/strong>: <a href=\"https:\/\/segment.com\/signup\/\">Free trial<\/a> followed by company-specific pricing.<\/p>\n<p><strong>Reviews<\/strong>: Online reviewers like the robust integration library and real-time data processing but complain about the price.<\/p>\n<p><strong>What I like<\/strong>: Twilio Segment has some catchy copywriting on its homepage: \u201cKnow each individual like they are your only customer.\u201d This is an easy thing to say, but they followed through. I saw firsthand the personalized customer experience. On my first visit, the AI chatbot provided this message:<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-5-20241126-6579782.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Twilio Segment screenshot\" \/><\/p>\n<p>Then, on my second visit, it customized the chatbot based on my time already spent on their website:<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-6-20241126-4120301.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Twilio Segment screenshot showing personalized content \" \/><\/p>\n<p>This type of data usage felt natural and personal; more than anything, it got my attention.<\/p>\n<h3>2. <a href=\"https:\/\/business.adobe.com\/products\/experience-platform\/adobe-experience-platform.html\">Adobe Experience Platform<\/a><\/h3>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-7-20241126-3905097.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"Adobe AI CDP screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/business.adobe.com\/products\/experience-platform\/adobe-experience-platform.html\">Source<\/a><\/em><\/p>\n<p>The Adobe Experience Platform is a powerful AI-fueled CDP that funnels many data points into <strong>one unified profile<\/strong> that updates in real time, without relying on third-party cookies. It integrates seamlessly with other Adobe products as well as major platforms you may use, like Salesforce, Paypal, Amazon, etc.<\/p>\n<p>Data is pulled from both internal and external data sources, creating a holistic view of your customers at a glance. Not only is your customer data gathered for your review, but you can also have a conversation about it with Adobe\u2019s AI system, called Adobe Sensei. For example, you can ask, \u201cWhat\u2019s my top audience this quarter?\u201d and get immediate answers pulled from your sea of company data. I think this feature is amazing!<\/p>\n<p><strong>Price<\/strong>: Tailored pricing for each client.<\/p>\n<p><strong>Reviews<\/strong>: <a href=\"https:\/\/www.gartner.com\/reviews\/market\/tag-management\/vendor\/adobe\/product\/adobe-experience-platform-launch\">Online reviewers<\/a> like the platform for both data activation and governance but cite steep learning curves as a drawback.<\/p>\n<p><strong>What I like<\/strong>: The ease of creating a customer or audience segment. <a href=\"https:\/\/blog.hubspot.com\/service\/customer-segmentation\">Customer segmentation<\/a> allows you to speak directly to specific groups within your customer base. Sometimes, these groups are easy to identify, such as customers who purchased a certain product within a set timeframe. Other times, AI can help you find much more nuanced groups, such as customers who are disengaged with your content and most likely not renew their subscription.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-8-20241126-2949700.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Adobe Experience Platform screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/business.adobe.com\/products\/sensei\/ai-assistant.html\">Source<\/a><\/em><\/p>\n<h3>3. <a href=\"https:\/\/www.salesforce.com\/\">Salesforce Customer 360<\/a><\/h3>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-9-20241126-5117855.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai customer data platform: Salesforce screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/www.salesforce.com\/eu\/campaign\/sem\/salesforce-products\/\">Source<\/a><\/em><\/p>\n<p>Salesforce Customer 360 is technically a customer relationship manager (CRM), but it\u2019s a large, umbrella software that also fulfills the role of an AI CDP. Salesforce summarizes their platform capabilities this way: AI + Data + CRM + Trust. The Salesforce name is synonymous with trust. The company is a longtime pillar of the data world, and they\u2019re now <strong>leading the way<\/strong> with how AI and data are integrated.<\/p>\n<p><strong>Price<\/strong>: <a href=\"https:\/\/www.salesforce.com\/form\/signup\/freetrial-elf-v2\/\">Free trial<\/a> followed by company-specific pricing.<\/p>\n<p><strong>Reviews<\/strong>: <a href=\"https:\/\/www.capterra.com\/p\/10017314\/Salesforce-Customer360\/\">Online reviewers<\/a> like the flexibility and scalability of the product, but the learning curve is cited as a common complaint.<\/p>\n<p><strong>What I like<\/strong>: I used Salesforce at my first salaried job out of college, and I remember how overwhelming I found it. In hindsight, I think that there\u2019s no way for a software this enormous to feel approachable at first use. Salesforce invites you to set up a free <a href=\"https:\/\/www.salesforce.com\/eu\/form\/contact\/contactme\/\">one-on-one call<\/a> with their team so they can discuss their software\u2019s application in your business, which will help offer you a map through this massive platform.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-10-20241126-5048672.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Salesforce screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/www.salesforce.com\/eu\/campaign\/sem\/salesforce-products\/\">Source<\/a><\/em><\/p>\n<h3>4. <a href=\"https:\/\/www.actioniq.com\/\">ActionIQ<\/a><\/h3>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-11-20241126-1569557.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai customer data platform: ActionIQ screenshot\" \/><\/p>\n<p>ActionIQ is a more contemporary AI-fueled data platform with advanced data architecture options. It\u2019s a much younger platform than Adobe and Salesforce \u2014 Adobe is old enough to be ActionIQ\u2019s parent. The advantage is that it feels more modern. As a user, I also feel like there\u2019s a<strong> focus on adoption<\/strong>. Instead of reading endless info on product features, you can look at specifics for your different departments: marketing, information technology teams, data teams, and advertising.<\/p>\n<p><strong>Price<\/strong>: Tailored pricing for each client.<\/p>\n<p><strong>Reviews<\/strong>: ActionIQ has fewer reviews than other platforms, but customers shared that they liked the customer support and expertise of the team. Some reviewers also mention that there are kinks still being worked out.<\/p>\n<p><strong>What I like<\/strong>: Combine the comfortable user experience with its customer support, and this platform is very approachable for small businesses. I felt seen (and slightly called out) when they described their platform as having a \u201cmarketer-friendly interface.\u201d This wasn\u2019t just a line of sales copy \u2014 looking at the user interface, I feel like it rings true.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-12-20241126-387036.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: ActionIQ screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/www.actioniq.com\/\">Source<\/a><\/em><\/p>\n<h3>5. <a href=\"https:\/\/blueshift.com\/\">Blueshift<\/a><\/h3>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-13-20241126-413413.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai customer data platform: Blueshift screenshot\" \/><\/p>\n<p>Blueshift describes itself as a three-piece combo: a CDP, an AI-based decision aid, and a cross-channel marketing platform. It focuses on<strong> data unification<\/strong> across channels, then leveraging AI decision-making to save time and improve efficiency. Customer reviews cite the ease of use and customer support as the biggest pros. Blueshift gets credit for being the only AI CDP on this list with a free plan.<\/p>\n<p><strong>Price<\/strong>: Free and $750+ per month.<\/p>\n<p><strong>Reviews<\/strong>: Online reviewers cited the automation and onboarding process as pros, while others mentioned some complexity when implementing.<\/p>\n<p><strong>What I like<\/strong>: The volume of data available is incomprehensible to me, so I like Blueshift\u2019s emphasis on data activation. It feels to me like this platform was designed with the entire team in mind, which helps with software adoption and avoiding data silos. The focus on the customer journey, paired with the built-in generative AI features, paints a really exciting picture of what data can mean for your marketing efforts.<\/p>\n<p><img src=\"https:\/\/web-stil.info\/wp-content\/uploads\/2024\/12\/ai-customer-data-platform-14-20241126-487712.webp\" style=\"margin-left: auto;margin-right: auto;width: 650px;height: auto;max-width: 100%\" title=\"\" alt=\"ai cdp: Blueshift screenshot\" \/><\/p>\n<p style=\"text-align: center;font-size: 12px\"><em><a href=\"https:\/\/blueshift.com\/\">Source<\/a><\/em><\/p>\n<p><a><\/a> <\/p>\n<h2>Detangling Your Data<\/h2>\n<p>It shouldn\u2019t take a data science team to use an AI CDP. Thankfully, there are enough products on the market for each business to find what suits them best. I hope these statistics, tips, and product recommendations helped demystify the process of inviting AI into your data management process.<\/p>\n<p>The presence of AI everywhere makes it feel like you\u2019re living in the future, doesn\u2019t it? To quote Spock, \u201cData is the key to everything.\u201d Boldly take your customer data where no one has gone before.<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/track.hubspot.com\/__ptq.gif?a=53&amp;k=14&amp;r=https%3A%2F%2Fblog.hubspot.com%2Fservice%2Fai-customer-data-platform&amp;bu=https%253A%252F%252Fblog.hubspot.com%252Fservice&amp;bvt=rss\" alt=\"\" width=\"1\" height=\"1\" style=\"min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p class=\"text-justify mb-2\" >Customer data: can\u2019t understand it, can\u2019t afford NOT to understand it. That\u2019s how I used to feel about data, and I thought throwing AI into the mix would make the confusion even worse. I\u2019m happy to report just how wrong I was. Artificial intelligence (AI) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1677,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[],"_links":{"self":[{"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/posts\/1672"}],"collection":[{"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/comments?post=1672"}],"version-history":[{"count":2,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/posts\/1672\/revisions"}],"predecessor-version":[{"id":1742,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/posts\/1672\/revisions\/1742"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/media\/1677"}],"wp:attachment":[{"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/media?parent=1672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/categories?post=1672"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web-stil.info\/index.php\/wp-json\/wp\/v2\/tags?post=1672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}