{"id":1971,"date":"2025-01-31T21:17:49","date_gmt":"2025-01-31T21:17:49","guid":{"rendered":"https:\/\/solutionsreview.com\/thought-leaders\/?p=1971"},"modified":"2025-02-20T22:18:46","modified_gmt":"2025-02-20T22:18:46","slug":"the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/","title":{"rendered":"The Battle for Data to (Feed) AI and the Future of Industry Leadership"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium_large wp-image-1972\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg\" alt=\"\" width=\"768\" height=\"432\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg 768w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-300x169.jpg 300w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025.jpg 1000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/p>\n<p id=\"ember60\" class=\"ember-view reader-text-block__paragraph\">Across the tech landscape, the largest players, <a class=\"cscCiUDmJXLithwrNOwpfLCIMLZcyjFMtJTsM  external\" href=\"https:\/\/www.linkedin.com\/company\/google\/\" data-test-app-aware-link=\"\" rel=\"nofollow\">Google<\/a>, <a class=\"cscCiUDmJXLithwrNOwpfLCIMLZcyjFMtJTsM  external\" href=\"https:\/\/www.linkedin.com\/company\/microsoft\/\" data-test-app-aware-link=\"\" rel=\"nofollow\">Microsoft<\/a>, <a class=\"cscCiUDmJXLithwrNOwpfLCIMLZcyjFMtJTsM  external\" href=\"https:\/\/www.linkedin.com\/company\/amazon\/\" data-test-app-aware-link=\"\" rel=\"nofollow\">Amazon<\/a>, <a class=\"cscCiUDmJXLithwrNOwpfLCIMLZcyjFMtJTsM  external\" href=\"https:\/\/www.linkedin.com\/company\/meta\/\" data-test-app-aware-link=\"\" rel=\"nofollow\">Meta<\/a>, and <a class=\"cscCiUDmJXLithwrNOwpfLCIMLZcyjFMtJTsM  external\" href=\"https:\/\/www.linkedin.com\/company\/apple\/\" data-test-app-aware-link=\"\" rel=\"nofollow\">Apple<\/a>, are engaged in the battle for data. Where personal, enterprise, or geospatial, data is the lifeblood of their existing or future ecosystems, fueling dominance in their &#8220;<strong>respective<\/strong>&#8221; markets.<\/p>\n<p id=\"ember61\" class=\"ember-view reader-text-block__paragraph\">\ud835\udc13\ud835\udc21\ud835\udc1e \ud835\udc01\ud835\udc22\ud835\udc20\ud835\udc20\ud835\udc1e\ud835\udc2b \ud835\udc0f\ud835\udc22\ud835\udc1c\ud835\udc2d\ud835\udc2e\ud835\udc2b\ud835\udc1e By collecting first-touch data (directly from you), second-touch data (from partners), and third-touch data (purchased externally), companies build comprehensive models of user behavior. Yet, with unclear rules and a lack of transparency, we often don\u2019t realize the full extent of how our data is being used or combined behind the scenes.<\/p>\n<p id=\"ember63\" class=\"ember-view reader-text-block__paragraph\"><strong>Yet\u2026 <\/strong>This isn\u2019t just about collecting data.<\/p>\n<blockquote id=\"ember64\" class=\"ember-view reader-text-block__blockquote\"><p>It\u2019s about transforming it into actionable intelligence through ontologies (<strong><em>mapping relationships<\/em><\/strong>) and taxonomies (<strong><em>structuring knowledge<\/em><\/strong>).<\/p><\/blockquote>\n<p id=\"ember65\" class=\"ember-view reader-text-block__paragraph\"><strong>The question for businesses is simple:<\/strong> Are you taking control of your data to drive your future, or are you leaving it in the hands of others to define your path?<\/p>\n<p class=\"ember-view reader-text-block__paragraph\">Let\u2019s dig into what I am seeing each of the companies leaning toward and you should be aware of.<\/p>\n<hr \/>\n<h3 id=\"ember67\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>Google: The Jarvis Moment and the Drive to Own the Front End<\/strong><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1973\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781431735.png\" alt=\"\" width=\"320\" height=\"180\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781431735.png 320w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781431735-300x169.png 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/><\/p>\n<p id=\"ember69\" class=\"ember-view reader-text-block__paragraph\">Google is aiming to create what I call the \u201cJarvis moment\u201d, an AI-powered assistant that seamlessly integrates into personal and professional lives. Through Gmail, Google Chat, and Workspace, Google is embedding generative AI into its tools to redefine productivity.<\/p>\n<h4 id=\"ember70\" class=\"ember-view reader-text-block__heading-3\"><strong>What Google is Doing:<\/strong><\/h4>\n<ul>\n<li class=\"ember-view reader-text-block__heading-3\"><strong>AI-Driven Personal Assistants: <\/strong>Google is building tools that proactively anticipate user needs, aiming to create a truly \u201cintelligent assistant\u201d for SMBs, startups, and individuals.<\/li>\n<li class=\"ember-view reader-text-block__heading-3\"><strong>Search Reinvention:<\/strong> Search remains Google\u2019s cornerstone, tying business discovery, customer interaction, and websites into one ecosystem powered by AI insights.<\/li>\n<li class=\"ember-view reader-text-block__heading-3\"><strong>Small Business Focus: <\/strong>Google is targeting SMBs with integrated solutions, aiming to be the go-to ecosystem for front-end business operations.<\/li>\n<\/ul>\n<h4 id=\"ember77\" class=\"ember-view reader-text-block__heading-3\"><strong>Ontology and Taxonomy in Action:<\/strong><\/h4>\n<p id=\"ember78\" class=\"ember-view reader-text-block__paragraph\">Google\u2019s ontologies map user behavior, relationships, and preferences, while its taxonomies organize this data to power personalized services and predictive insights.<\/p>\n<h4 id=\"ember80\" class=\"ember-view reader-text-block__heading-3\"><strong>What This Means for Businesses:<\/strong><\/h4>\n<p class=\"ember-view reader-text-block__paragraph\">If you use Google\u2019s tools, consider how to reclaim and utilize the data you\u2019re generating. SMBs, in particular, must ask themselves: Are we building systems that serve us, or are we giving Google control over our customer relationships and insights?<\/p>\n<hr \/>\n<h3 id=\"ember82\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>Microsoft: Reinventing Enterprise AI with Ontologies<\/strong><\/h3>\n<p id=\"ember83\" class=\"ember-view reader-text-block__paragraph\">Microsoft\u2019s focus on enterprise AI is reshaping how businesses approach productivity, process discovery, and data structuring. Its tools, including Copilot, are being enhanced to drive deeper insights and automation across industries.<\/p>\n<h4 id=\"ember87\" class=\"ember-view reader-text-block__heading-3\"><strong>What Microsoft is Doing:<\/strong><\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1976 aligncenter\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781864282.png\" alt=\"\" width=\"474\" height=\"166\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781864282.png 474w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1737781864282-300x105.png 300w\" sizes=\"(max-width: 474px) 100vw, 474px\" \/><\/p>\n<ul>\n<li><strong>Copilot for Process Discovery:<\/strong> Microsoft is equipping Copilot with process mining and task automation capabilities, enabling enterprises to identify inefficiencies and optimize workflows.<\/li>\n<li><strong>Ontology as a Service:<\/strong> Microsoft is leveraging ontologies to help enterprises map industry-specific relationships and structure data for actionable decision-making.<\/li>\n<li><strong>Back-End Dominance:<\/strong> From Azure to Teams, Microsoft remains the backbone of enterprise infrastructure.<\/li>\n<\/ul>\n<h4 id=\"ember95\" class=\"ember-view reader-text-block__heading-3\"><strong>Ontology and Taxonomy in Action:<\/strong><\/h4>\n<p id=\"ember96\" class=\"ember-view reader-text-block__paragraph\">Microsoft\u2019s ontologies map workflows and business processes, while its taxonomies categorize data into hierarchies for better automation and decision-making.<\/p>\n<h4 id=\"ember98\" class=\"ember-view reader-text-block__heading-3\"><strong>What This Means for Businesses:<\/strong><\/h4>\n<p class=\"ember-view reader-text-block__paragraph\">While Microsoft\u2019s tools are transformative, relying too heavily on their ecosystem can shift control of your data and processes. Start building your own ontologies and taxonomies to retain ownership and drive innovation on your terms.<\/p>\n<hr \/>\n<h3 id=\"ember100\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>Amazon: Dominating Supply Chains and Logistics<\/strong><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1977 aligncenter\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538-768x785.png\" alt=\"\" width=\"260\" height=\"266\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538-768x785.png 768w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538-293x300.png 293w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538-60x60.png 60w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538-40x40.png 40w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139018538.png 978w\" sizes=\"(max-width: 260px) 100vw, 260px\" \/><\/p>\n<p id=\"ember102\" class=\"ember-view reader-text-block__paragraph\">Amazon is focused on owning the supply chain, using its infrastructure to redefine logistics, retail, and even healthcare.<\/p>\n<h4 id=\"ember103\" class=\"ember-view reader-text-block__heading-3\"><strong>What Amazon is Doing:<\/strong><\/h4>\n<ul>\n<li><strong>End-to-End Logistics:<\/strong> Amazon is enhancing its delivery systems with drones, warehouses, and same-day logistics, aiming to dominate last-mile delivery.<\/li>\n<li><strong>Healthcare Logistics:<\/strong> From medicine to organ transport, Amazon is expanding its logistics expertise into critical healthcare applications.<\/li>\n<li><strong>Industrial Infrastructure:<\/strong> Beyond e-commerce, Amazon is creating an industrial backbone that industries depend on for supply chain efficiency.<\/li>\n<\/ul>\n<div id=\"attachment_1978\" style=\"width: 778px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1978\" class=\"size-medium_large wp-image-1978\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738138927172-768x409.png\" alt=\"\" width=\"768\" height=\"409\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738138927172-768x409.png 768w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738138927172-300x160.png 300w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738138927172-1024x546.png 1024w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738138927172.png 1281w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><p id=\"caption-attachment-1978\" class=\"wp-caption-text\"><em>AWS has many funding rounds in Palantir.<\/em><\/p><\/div>\n<h4 id=\"ember112\" class=\"ember-view reader-text-block__heading-3\"><strong>Ontology and Taxonomy in Action:<\/strong><\/h4>\n<p id=\"ember113\" class=\"ember-view reader-text-block__paragraph\">Amazon\u2019s ontologies connect inventory, logistics, and customer demand, while its taxonomies structure these insights for real-time optimization and predictive modeling.<\/p>\n<h4><strong>What This Means for Businesses:<\/strong><\/h4>\n<div id=\"attachment_1979\" style=\"width: 778px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1979\" class=\"size-medium_large wp-image-1979\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139140324-768x430.png\" alt=\"\" width=\"768\" height=\"430\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139140324-768x430.png 768w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139140324-300x168.png 300w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/1738139140324.png 869w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><p id=\"caption-attachment-1979\" class=\"wp-caption-text\">One Ontology. Three Layers of Capability.<\/p><\/div>\n<blockquote id=\"ember117\" class=\"ember-view reader-text-block__blockquote\"><p><em>High-fidelity objects. Real-time actions. Multi-step simulations. Foundry Ontology is a groundbreaking new way to interact with your business.<\/em><\/p><\/blockquote>\n<p class=\"ember-view reader-text-block__paragraph\">Amazon\u2019s logistics dominance sets a high bar. Businesses must evaluate their supply chain strategies, creating efficiencies that keep them competitive without over-relying on Amazon\u2019s infrastructure.<\/p>\n<hr \/>\n<h3 id=\"ember119\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>Meta: Driving Large Geospatial Models (LGMs) \/ Large Concept Models (LCM)<\/strong><\/h3>\n<p id=\"ember120\" class=\"ember-view reader-text-block__paragraph\">Meta\u2019s focus on Large Geospatial Models (LGMs) represents a transformative approach to capturing and understanding the physical world. These models are designed to map the planet at scale, enabling hyper-accurate representations that power AR, VR, and other spatial applications.<\/p>\n<p id=\"ember121\" class=\"ember-view reader-text-block__paragraph\">My <a href=\"https:\/\/www.linkedin.com\/posts\/doug-shannon_humanfirst-mindsetchange-ai-activity-7269358642754134017-3mdQ?utm_source=share&amp;utm_medium=member_desktop&amp;lipi=urn%3Ali%3Apage%3Ad_flagship3_pulse_read%3Bz6Xhj028S7mvIWOUz0oqhQ%3D%3D\" class=\"external\" rel=\"nofollow\">last newsletter<\/a> went in deep to explain the what, where, and how of LGM&#8217;s.<\/p>\n<h4 id=\"ember124\" class=\"ember-view reader-text-block__heading-3\"><strong>Large Concept Models (LCMs): Predicting Ideas, Not Just Words<\/strong><\/h4>\n<p>Imagine a system that predicts the next idea instead of simply guessing the next word. It understands context at a deeper level, thinking in complete thoughts.<\/p>\n<p id=\"ember126\" class=\"ember-view reader-text-block__paragraph\" style=\"padding-left: 40px;\"><strong>Example:<\/strong> You write: &#8220;The dog curled up by the fire. The wind howled outside. Without warning\u2026&#8221; The model predicts: &#8220;The lights flickered and went out.&#8221;<\/p>\n<p id=\"ember127\" class=\"ember-view reader-text-block__paragraph\" style=\"padding-left: 40px;\"><strong>Escribes:<\/strong> &#8220;El perro se acurruc\u00f3 junto al fuego. El viento aullaba afuera. De repente&#8230;&#8221; El modelo predice: &#8220;Las luces parpadearon y se apagaron.&#8221;<\/p>\n<p id=\"ember128\" class=\"ember-view reader-text-block__paragraph\">Notice how it doesn&#8217;t just toss out random words. It anticipates the entire next scene, like planning a story&#8217;s plot in meaningful pieces.<\/p>\n<h4 id=\"ember129\" class=\"ember-view reader-text-block__paragraph\"><strong>Why This Matters:<\/strong><\/h4>\n<ul>\n<li><strong>Language-Agnostic Understanding:<\/strong> It doesn\u2019t matter if you input text in English, Spanish, or any other language. The focus is on meaning, not specific words.<\/li>\n<\/ul>\n<p id=\"ember131\" class=\"ember-view reader-text-block__paragraph\"><strong>Example:<\/strong><\/p>\n<p style=\"padding-left: 40px;\">In English: &#8220;The dog is hungry.&#8221;<\/p>\n<p style=\"padding-left: 40px;\">En espa\u00f1ol: &#8220;El perro tiene hambre.&#8221;<\/p>\n<p id=\"ember134\" class=\"ember-view reader-text-block__paragraph\">The model treats them the same because both convey the same concept.<\/p>\n<ul>\n<li><strong>Multimodal Intelligence:<\/strong> LCMs work with text, sound, and even visuals. Show it a photo of an empty food bowl or say, &#8220;Time to feed the dog,&#8221; and it understands: &#8220;The dog needs to eat.&#8221;<\/li>\n<li><strong>Game-Changing for Complex Writing:<\/strong> Whether you&#8217;re drafting a report or outlining a novel, the model helps structure your key points and flow rather than getting bogged down by the next word choice. Think of it as a thought partner guiding the direction of your content.<\/li>\n<\/ul>\n<p id=\"ember136\" class=\"ember-view reader-text-block__paragraph\">Operationally, the model predicts auto-regressively a sequence of concepts followed by a break concept, which represents a natural topic cadence such as a paragraph break. Once the break concept is predicted, the large planning model (LPM) generates a plan to condition the LCM for the prediction of the subsequent sequence. The model then continues generation as usual, conditioned on both the prior concepts and the proposed plan. An overview of the approach is shown in Figure 17 below.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1986\" src=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/01\/1738140076495.png\" alt=\"\" width=\"435\" height=\"124\" srcset=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/01\/1738140076495.png 435w, https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/01\/1738140076495-300x86.png 300w\" sizes=\"(max-width: 435px) 100vw, 435px\" \/><\/p>\n<p id=\"ember139\" class=\"ember-view reader-text-block__paragraph\">Figure 17 &#8211; LCM conditioned on both the prior context and a high-level plan for the next sequence.<\/p>\n<h4 id=\"ember140\" class=\"ember-view reader-text-block__heading-3\"><strong>So then&#8230; What Meta is doing:<\/strong><\/h4>\n<blockquote id=\"ember141\" class=\"ember-view reader-text-block__blockquote\"><p><em>Geospatial Data Collection or Large Concept Models that are Predicting Ideas&#8230; Well its (Both)<\/em><\/p><\/blockquote>\n<p id=\"ember142\" class=\"ember-view reader-text-block__paragraph\">Meta\u2019s smart glasses, AR\/VR headsets, and mobile apps are key tools for capturing geospatial data.<\/p>\n<ul>\n<li class=\"ember-view reader-text-block__paragraph\"><strong>Building the Digital Twin:<\/strong> LGMs enable Meta to create a real-time digital twin of the world, integrating spatial data with user interactions.<\/li>\n<li class=\"ember-view reader-text-block__paragraph\"><strong>Augmented and Virtual Reality:<\/strong> These models drive Meta\u2019s efforts to merge physical and digital environments, creating seamless \u201cphygital\u201d experiences.<\/li>\n<\/ul>\n<h4 id=\"ember147\" class=\"ember-view reader-text-block__heading-3\"><strong>Ontology and Taxonomy in Action:<\/strong><\/h4>\n<p id=\"ember148\" class=\"ember-view reader-text-block__paragraph\">Meta\u2019s ontologies map spatial relationships and user interactions, while taxonomies organize this data to create actionable layers for AR\/VR applications.<\/p>\n<h4 id=\"ember150\" class=\"ember-view reader-text-block__heading-3\"><strong>What This Means for Businesses:<\/strong><\/h4>\n<p class=\"ember-view reader-text-block__paragraph\">Meta\u2019s LGMs will dominate the infrastructure for immersive experiences. Businesses must explore how to leverage geospatial data and AR\/VR technologies without ceding full control of their ecosystems to Meta.<\/p>\n<hr \/>\n<h3 id=\"ember152\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>Apple: The Phone as the Key to Human-AI Collaboration<\/strong><\/h3>\n<p id=\"ember153\" class=\"ember-view reader-text-block__paragraph\">Apple has taken a unique approach by staying relatively quiet in the AI race compared to its competitors. From what I\u2019m seeing, Apple is focusing on the iPhone as the central device for human-AI collaboration and daily enablement.<\/p>\n<h4 id=\"ember155\" class=\"ember-view reader-text-block__heading-3\"><strong>What Apple is Doing:<\/strong><\/h4>\n<ul>\n<li><strong>The Phone as a Universal Tool:<\/strong> The iPhone is already a core part of people\u2019s daily lives, serving as a payment device (Apple Pay), a transit pass, and an authentication tool. Apple is likely to double down on this, making the phone the \u201ckey\u201d to everything in the digital and physical worlds.<\/li>\n<li><strong>Careful Experimentation with AR\/VR:<\/strong> While Apple has dabbled in AR and VR, it has stepped back to reassess its position. Its focus remains on human-centered interactivity and practical enablement.<\/li>\n<li><strong>Collaboration with Other Apps:<\/strong> Apple\u2019s strategy seems to include working alongside third-party applications while also ensuring they capture and manage their share of data.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/0HjDpPnxcP0?si=Xc5SxOiEYb-C4Vwv\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h4 id=\"ember165\" class=\"ember-view reader-text-block__heading-3\"><strong>Ontology and Taxonomy in Action:<\/strong><\/h4>\n<p id=\"ember166\" class=\"ember-view reader-text-block__paragraph\">Apple\u2019s ontologies map user behaviors and device interactions, while its taxonomies structure this data to seamlessly connect various apps and services into one cohesive experience.<\/p>\n<h4 id=\"ember168\" class=\"ember-view reader-text-block__heading-3\"><strong>What This Means for Businesses:<\/strong><\/h4>\n<p class=\"ember-view reader-text-block__paragraph\">Apple\u2019s approach highlights the importance of making technology intuitive and empowering. As a business, think about how you can integrate with Apple\u2019s ecosystem to enhance customer experiences while ensuring your own systems maintain control over critical data.<\/p>\n<hr \/>\n<h3 id=\"ember171\" class=\"ember-view reader-text-block__heading-2\" style=\"text-align: center;\"><strong>A Call to Action: Build Your Own Data Ecosystem<\/strong><\/h3>\n<p id=\"ember172\" class=\"ember-view reader-text-block__paragraph\">The tech giants are moving fast, but businesses can take control of their future by:<\/p>\n<ul>\n<li class=\"ember-view reader-text-block__paragraph\"><strong>Mining and Structuring Your Own Data:<\/strong> Develop ontologies and taxonomies to transform raw data into actionable insights.<\/li>\n<li class=\"ember-view reader-text-block__paragraph\"><strong>Exploring Goal-Oriented AI:<\/strong> Move beyond task automation and adopt AI systems that align with your objectives. Think beyond Agentic and lean into multi-agent systems or frameworks.<\/li>\n<li class=\"ember-view reader-text-block__paragraph\"><strong>Collaborating Wisely:<\/strong> Partner with companies, vendors, and leaders who empower you, not just sell solutions.<\/li>\n<\/ul>\n<p>My overall closing thought is this: The future isn\u2019t about letting technology lead; it\u2019s about how we collaborate with it. The giants are building ecosystems to control data, but we must build our own. By taking ownership of our insights, aligning tools with our goals, and prioritizing humanity in innovation, we can ensure that technology serves us, not the other way around.<\/p>\n<p id=\"ember181\" class=\"ember-view reader-text-block__paragraph\">It\u2019s your responsibility to your own company to build controls around your business processes and your overall intellectual property.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Across the tech landscape, the largest players, Google, Microsoft, Amazon, Meta, and Apple, are engaged in the battle for data. Where personal, enterprise, or geospatial, data is the lifeblood of their existing or future ecosystems, fueling dominance in their &#8220;respective&#8221; markets. \ud835\udc13\ud835\udc21\ud835\udc1e \ud835\udc01\ud835\udc22\ud835\udc20\ud835\udc20\ud835\udc1e\ud835\udc2b \ud835\udc0f\ud835\udc22\ud835\udc1c\ud835\udc2d\ud835\udc2e\ud835\udc2b\ud835\udc1e By collecting first-touch data (directly from you), second-touch data (from partners), [&hellip;]<\/p>\n","protected":false},"author":1046,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[96],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Battle for Data to (Feed) AI and the Future of Industry Leadership<\/title>\n<meta name=\"description\" content=\"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Battle for Data to (Feed) AI and the Future of Industry Leadership\" \/>\n<meta property=\"og:description\" content=\"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/\" \/>\n<meta property=\"og:site_name\" content=\"Solutions Review Thought Leaders\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-31T21:17:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-20T22:18:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg\" \/>\n<meta name=\"author\" content=\"Doug Shannon\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Doug Shannon\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/\",\"name\":\"The Battle for Data to (Feed) AI and the Future of Industry Leadership\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg\",\"datePublished\":\"2025-01-31T21:17:49+00:00\",\"dateModified\":\"2025-02-20T22:18:46+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/5b897ab8c6fc4d09fdc60c97883f1b56\"},\"description\":\"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.\",\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025.jpg\",\"width\":1000,\"height\":562},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/thought-leaders\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Battle for Data to (Feed) AI and the Future of Industry Leadership\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#website\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/\",\"name\":\"Solutions Review Thought Leaders\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/solutionsreview.com\/thought-leaders\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/5b897ab8c6fc4d09fdc60c97883f1b56\",\"name\":\"Doug Shannon\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2024\/02\/Expert_Shannon_Ink.png\",\"contentUrl\":\"https:\/\/solutionsreview.com\/thought-leaders\/files\/2024\/02\/Expert_Shannon_Ink.png\",\"caption\":\"Doug Shannon\"},\"description\":\"Doug Shannon is an accomplished IT automation professional with over 20 years of experience in advanced technology roles. He excels at implementing strategic initiatives to enhance business functionality and possesses strong collaboration skills to lead diverse teams. Doug is a thought leader in digital transformation, utilizing his expertise in enterprise robotic process automation, AI, and agile project management to drive success. He has a proven track record in building self-healing automation processes and has been recognized as one of the top 50 intelligent automation leaders globally.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/doug-shannon\/\"],\"url\":\"https:\/\/solutionsreview.com\/thought-leaders\/author\/doug-shannon\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The Battle for Data to (Feed) AI and the Future of Industry Leadership","description":"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"The Battle for Data to (Feed) AI and the Future of Industry Leadership","og_description":"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.","og_url":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/","og_site_name":"Solutions Review Thought Leaders","article_published_time":"2025-01-31T21:17:49+00:00","article_modified_time":"2025-02-20T22:18:46+00:00","og_image":[{"url":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg"}],"author":"Doug Shannon","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Doug Shannon","Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/","url":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/","name":"The Battle for Data to (Feed) AI and the Future of Industry Leadership","isPartOf":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/#website"},"primaryImageOfPage":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage"},"image":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage"},"thumbnailUrl":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025-768x432.jpg","datePublished":"2025-01-31T21:17:49+00:00","dateModified":"2025-02-20T22:18:46+00:00","author":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/5b897ab8c6fc4d09fdc60c97883f1b56"},"description":"In the January 2025 entry for his Brewing Insights series, Doug Shannon talks about industry leadership and the battle for data to feed AI.","breadcrumb":{"@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#primaryimage","url":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025.jpg","contentUrl":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2025\/02\/DS-Jan2025.jpg","width":1000,"height":562},{"@type":"BreadcrumbList","@id":"https:\/\/solutionsreview.com\/thought-leaders\/the-battle-for-data-to-feed-ai-and-the-future-of-industry-leadership\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/solutionsreview.com\/thought-leaders\/"},{"@type":"ListItem","position":2,"name":"The Battle for Data to (Feed) AI and the Future of Industry Leadership"}]},{"@type":"WebSite","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#website","url":"https:\/\/solutionsreview.com\/thought-leaders\/","name":"Solutions Review Thought Leaders","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/solutionsreview.com\/thought-leaders\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/5b897ab8c6fc4d09fdc60c97883f1b56","name":"Doug Shannon","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/thought-leaders\/#\/schema\/person\/image\/","url":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2024\/02\/Expert_Shannon_Ink.png","contentUrl":"https:\/\/solutionsreview.com\/thought-leaders\/files\/2024\/02\/Expert_Shannon_Ink.png","caption":"Doug Shannon"},"description":"Doug Shannon is an accomplished IT automation professional with over 20 years of experience in advanced technology roles. He excels at implementing strategic initiatives to enhance business functionality and possesses strong collaboration skills to lead diverse teams. Doug is a thought leader in digital transformation, utilizing his expertise in enterprise robotic process automation, AI, and agile project management to drive success. He has a proven track record in building self-healing automation processes and has been recognized as one of the top 50 intelligent automation leaders globally.","sameAs":["https:\/\/www.linkedin.com\/in\/doug-shannon\/"],"url":"https:\/\/solutionsreview.com\/thought-leaders\/author\/doug-shannon\/"}]}},"_links":{"self":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts\/1971"}],"collection":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/users\/1046"}],"replies":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/comments?post=1971"}],"version-history":[{"count":0,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/posts\/1971\/revisions"}],"wp:attachment":[{"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/media?parent=1971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/categories?post=1971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solutionsreview.com\/thought-leaders\/wp-json\/wp\/v2\/tags?post=1971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}