{"title":"Books","description":"\u003cp\u003e\u003cstrong\u003eStart with the ideas.\u003c\/strong\u003e Explore \u003cem\u003eThe 12 Hidden Dynamics\u003c\/em\u003e and \u003cem\u003eBeyond the 12 Hidden Dynamics\u003c\/em\u003e—a practical series for understanding what changes when AI moves from an isolated tool into real workflows. Available in digital and paperback editions, individually or as a two-book set.\u003c\/p\u003e","products":[{"product_id":"the-12-hidden-dynamics","title":"Book 1: The 12 Hidden Dynamics","description":"\u003cp\u003eDo you know if AI is failing because of the model or is it something else?\u003c\/p\u003e\n\u003cp\u003eBecause AI is not just doing the work you ask it to do.  It is also causing the surrounding system to change.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe 12 Hidden Dynamics\u003c\/strong\u003e reveals the operational patterns that emerge as AI moves from experimentation into everyday business workflows. These patterns are subtle, nuanced, yet when recognized, can be seen and addressed long before a visible failure occurs.\u003c\/p\u003e\n\u003cp\u003eAuthority shifts, and human review weakens. AI-generated information gets reused and amplified. Workloads move and critical load-bearing dependencies form. Controls continue to report “green” even as the underlying system becomes more fragile.\u003c\/p\u003e\n\u003cp\u003eThese changes are easy to miss because individually, they often look reasonable.\u003c\/p\u003e\n\u003cp\u003eTogether, they can transform how an organization actually operates.\u003c\/p\u003e\n\u003cp\u003eDrawing on systems engineering, performance engineering, and decades of experience analyzing complex technology environments, Laura Keaton introduces twelve observable dynamics that help leaders and practitioners recognize how AI is changing the systems around it before those changes become consequences.\u003c\/p\u003e\n\u003cp\u003eInside, you’ll learn to recognize patterns such as:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eInvisible Dependency\u003c\/strong\u003e — when AI moves from optional tool to operational necessity\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAuthority Drift\u003c\/strong\u003e — when AI output quietly shifts from reference to default\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eHuman Review Collapse\u003c\/strong\u003e — when oversight exists in theory but weakens in practice\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSilent Error Propagation\u003c\/strong\u003e — when a plausible output is accepted, reused, and embedded downstream\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eOperational Load Imbalance\u003c\/strong\u003e — when AI accelerates one part of a workflow beyond the system’s ability to absorb it\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIrreversible Amplification\u003c\/strong\u003e — when small errors cross boundaries where they become expensive, consequential, or difficult to reverse\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThis is not a book about whether AI is good or bad.\u003c\/p\u003e\n\u003cp\u003eIt is a book about \u003cstrong\u003ewhat happens to a system once AI is in motion.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eFor executives, technology leaders, engineers, risk professionals, and anyone responsible for moving AI from pilot to production, \u003cem\u003eThe 12 Hidden Dynamics\u003c\/em\u003e offers a new lens for seeing operational change before failure makes it obvious.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eBecause successful AI adoption requires more than asking whether the AI works.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eYou also need to know whether the system around it can hold.\u003c\/p\u003e","brand":"Keaton Consulting","offers":[{"title":"Paperback","offer_id":43203103129675,"sku":"9781764814805","price":19.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/5015\/9691\/files\/Book_Image_Book_1.png?v=1789767550"},{"product_id":"beyond-the-12-hidden-dynamics-from-theory-to-practice","title":"Book 2: Beyond The 12 Hidden Dynamics","description":"\u003cp class=\"PDq2pG_selectionAnchorContainer\" dir=\"auto\"\u003eSeeing the dynamics is only the beginning.\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eWhat do you do once you recognize that AI is changing the way a workflow behaves?\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eBeyond the 12 Hidden Dynamics\u003c\/strong\u003e moves from recognition to application. It shows how to examine an AI-enabled workflow, identify where operational risk may be developing, determine what evidence matters, and create a documented analysis that leaders, engineers, risk teams, and governance functions can actually use.\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eIt is the design template to \u003cstrong\u003einstrument the surrounding system for early warning before failure\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eUsing practical examples and structured analysis, the book demonstrates how apparently ordinary changes in authority, workload, human review, dependency, and information flow can be turned into observable signals before they become operational consequences.\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eReaders will see how to:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMap how AI influences a workflow from initiation through consequence\u003c\/li\u003e\n\u003cli\u003eIdentify Hidden Dynamics that may be developing or going unmanaged\u003c\/li\u003e\n\u003cli\u003eDistinguish successful AI output from healthy system behavior\u003c\/li\u003e\n\u003cli\u003eDefine operational requirements around critical AI-enabled steps\u003c\/li\u003e\n\u003cli\u003eIdentify evidence signals that can reveal increasing exposure\u003c\/li\u003e\n\u003cli\u003eEstablish escalation, constraint, verification, and rollback expectations\u003c\/li\u003e\n\u003cli\u003eCreate a traceable analysis from observed behavior to operational decision\u003c\/li\u003e\n\u003cli\u003eBuild an evidence trail that can support assurance, governance, and compliance activities\u003c\/li\u003e\n\u003cli\u003eTranslate detailed workflow observations into decision-ready information for leadership\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp dir=\"auto\"\u003eThe result is something organizations often lack when AI moves from experimentation into production:\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003ea repeatable way to see whether the system around the AI is remaining coherent as adoption grows.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eThis book is for practitioners who need more than principles and executives who need more than dashboards. It connects what happens inside the workflow to the evidence required to decide whether an AI-enabled capability should be scaled, reinforced, redesigned, investigated, or constrained.\u003c\/p\u003e\n\u003cp dir=\"auto\"\u003eAI assurance should not begin after something goes wrong.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eThe signals often exist before the failure. The challenge is knowing what to instrument, what evidence to preserve, and what the system is trying to tell you.\u003c\/strong\u003e\u003c\/p\u003e","brand":"Keaton Consulting","offers":[{"title":"Paperback","offer_id":43203119906891,"sku":"9781764814836","price":39.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/5015\/9691\/files\/Beyond_Book_Image.png?v=1789767080"},{"product_id":"the-12-hidden-dynamics-boxset","title":"Books 1 \u0026 2 Set: The 12 Hidden Dynamics","description":"\u003ch3 class=\"PDq2pG_selectionAnchorContainer\" dir=\"auto\" data-section-id=\"1lmx7d8\" data-start=\"172\" data-end=\"220\"\u003eThe 12 Hidden Dynamics — Books 1 \u0026amp; 2 Box Set\u003c\/h3\u003e\r\n\u003cp class=\"\" dir=\"auto\" data-start=\"222\" data-end=\"273\"\u003e\u003cstrong data-start=\"222\" data-end=\"273\"\u003eSee what AI changes. Then learn how to respond.\u003c\/strong\u003e\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"275\" data-end=\"610\"\u003eAI rarely enters an organization as a single dramatic transformation. It enters through tools, experiments, assistants, platforms, and individual workflows. Over time, work changes around it: dependency forms, authority shifts, review weakens, errors travel, workload moves, and provisional outputs can quietly become operational fact.\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"612\" data-end=\"748\"\u003eThis two-book set provides both the \u003cstrong data-start=\"648\" data-end=\"686\"\u003elens for recognizing those changes\u003c\/strong\u003e and the \u003cstrong data-start=\"695\" data-end=\"748\"\u003epractical framework for analyzing what they mean.\u003c\/strong\u003e\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"750\" data-end=\"1033\"\u003e\u003cstrong data-start=\"750\" data-end=\"787\"\u003eBook 1 — \u003cem data-start=\"761\" data-end=\"785\"\u003eThe 12 Hidden Dynamics\u003c\/em\u003e\u003c\/strong\u003e\u003cbr data-start=\"787\" data-end=\"790\"\u003eIntroduces twelve recurring patterns that emerge as AI becomes embedded in real work. The Hidden Dynamics provide a shared language for recognizing changes that conventional technical, governance, and performance measures may not make visible.\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"1035\" data-end=\"1370\"\u003e\u003cstrong data-start=\"1035\" data-end=\"1104\"\u003eBook 2 — \u003cem data-start=\"1046\" data-end=\"1102\"\u003eBeyond the 12 Hidden Dynamics: From Theory to Practice\u003c\/em\u003e\u003c\/strong\u003e\u003cbr data-start=\"1104\" data-end=\"1107\"\u003eMoves from recognition to application. Through practical analysis, examples, and evidence-based workflow examination, it shows how to identify where AI is changing operational behavior—and what the surrounding system must be capable of doing once AI is in motion.\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"1372\" data-end=\"1439\"\u003e\u003cstrong data-start=\"1372\" data-end=\"1439\"\u003eTogether, the books ask a different question about AI adoption:\u003c\/strong\u003e\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"1441\" data-end=\"1474\"\u003e\u003cem data-start=\"1441\" data-end=\"1474\"\u003eNot simply, “Does the AI work?”\u003c\/em\u003e\u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"1476\" data-end=\"1534\"\u003e\u003cstrong data-start=\"1476\" data-end=\"1534\"\u003eBut, “Can the workflow safely absorb what AI changed?”\u003c\/strong\u003e\u003c\/p\u003e\r\n\u003ch3 dir=\"auto\" data-section-id=\"jrrlab\" data-start=\"1536\" data-end=\"1555\"\u003eThis set is for\u003c\/h3\u003e\r\n\u003cul data-start=\"1557\" data-end=\"1832\"\u003e\r\n\u003cli data-section-id=\"1po7f9e\" data-start=\"1557\" data-end=\"1604\"\u003eLeaders responsible for AI adoption and scale\u003c\/li\u003e\r\n\u003cli data-section-id=\"15h8op3\" data-start=\"1605\" data-end=\"1681\"\u003eTechnology, operations, risk, governance, and transformation professionals\u003c\/li\u003e\r\n\u003cli data-section-id=\"10sopri\" data-start=\"1682\" data-end=\"1731\"\u003ePractitioners working with AI-enabled workflows\u003c\/li\u003e\r\n\u003cli data-section-id=\"1sqrthz\" data-start=\"1732\" data-end=\"1832\"\u003eAnyone who suspects that measuring the AI is not the same thing as measuring the system it changed\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cp\u003e \u003c\/p\u003e\r\n\u003cp dir=\"auto\" data-start=\"1834\" data-end=\"1973\"\u003e\u003cstrong data-start=\"1834\" data-end=\"1847\"\u003eIncludes:\u003c\/strong\u003e\u003cbr data-start=\"1847\" data-end=\"1850\"\u003e1 paperback copy of \u003cem data-start=\"1870\" data-end=\"1894\"\u003eThe 12 Hidden Dynamics\u003c\/em\u003e\u003cbr data-start=\"1894\" data-end=\"1897\"\u003e1 paperback copy of \u003cem data-start=\"1917\" data-end=\"1973\"\u003eBeyond the 12 Hidden Dynamics: From Theory to Practice\u003c\/em\u003e\u003c\/p\u003e","brand":"Keaton Consulting","offers":[{"title":"Bundle","offer_id":43209991880779,"sku":"9640868000029","price":59.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/5015\/9691\/files\/Book_1_2.png?v=1789766946"},{"product_id":"gift-set-books-1-2-and-notebook","title":"Gift Set  Books 1 \u0026 2 + Notebook","description":"\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eSee what AI changes. Understand what it means. Capture what you observe.\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eAI rarely transforms a workflow all at once. It enters through tools, experiments, assistants, platforms, and individual tasks. Then the system begins to change around it.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eDependency forms. Authority shifts. Human review weakens. Workload moves. Errors travel. Decisions that once required explicit human judgment can quietly become influenced—or made—by AI.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis three-piece set provides a practical way to recognize those changes and begin examining what they mean inside real work.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eThe 12 Hidden Dynamics\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e introduces twelve recurring patterns that can emerge as AI becomes embedded in workflows, providing a language for seeing changes that conventional AI performance measures can miss.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eBeyond the 12 Hidden Dynamics: From Theory to Practice\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e moves from recognition to application, showing how the dynamics can be examined in practice and how observations can become evidence for better operational decisions.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eAI in Motion — Field Notes\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e provides a dedicated place to capture observations, questions, dependencies, decisions, and the consequences AI leaves behind as you examine your own workflows.\u003c\/span\u003e\u003c\/p\u003e","brand":"Keaton Consulting","offers":[{"title":"Bundle","offer_id":46215352680523,"sku":"9640868000043","price":69.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/5015\/9691\/files\/ExecutiveSetbook1and2andnotebook.png?v=1790083515"}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0672\/5015\/9691\/collections\/The12HiddenDynamicsBook.png?v=1789659742","url":"https:\/\/ai-in-motion.myshopify.com\/collections\/books.oembed","provider":"AI In Motion","version":"1.0","type":"link"}