{"id":2804,"date":"2026-10-19T04:05:00","date_gmt":"2026-10-19T04:05:00","guid":{"rendered":"https:\/\/skillifysolutions.com\/blogs\/?p=2804"},"modified":"2026-10-15T10:06:11","modified_gmt":"2026-10-15T10:06:11","slug":"ai-product-manager","status":"publish","type":"post","link":"https:\/\/skillifysolutions.com\/blogs\/artificial-intelligence\/ai-product-manager\/","title":{"rendered":"AI Product Manager: What the Role Involves and How to Get There"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Key Highlights of AI Product Manager<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Understand what an AI Product Manager does and how the role differs.<\/li>\n\n\n\n<li>Explore essential AI product management skills, including LLMs, RAG, and evaluation.<\/li>\n\n\n\n<li>Discover key responsibilities of AI Product Managers in product development.<\/li>\n\n\n\n<li>Compare AI Product Manager salary ranges across experience levels in the US.<\/li>\n\n\n\n<li>Explore AI Product Manager jobs and career transition pathways.<\/li>\n\n\n\n<li>Learn whether an AI Product Manager certification is necessary for career growth.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A model can be technically accurate and still deliver a poor product experience. It might respond too slowly, cost too much to operate, or fail to answer the questions users care about. An AI Product Manager must look beyond the technology to determine whether an AI feature creates genuine value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That means defining the right use case before development, choosing meaningful success metrics, and working with machine learning engineers to evaluate performance. It also means accounting for hallucinations, bias, privacy, and other risks that can affect user trust.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI <a href=\"https:\/\/skillifysolutions.com\/product-management-courses\/product-management-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Product Management<\/a> combines familiar responsibilities, such as product strategy and prioritisation, with new demands around LLMs, retrieval-augmented generation (RAG), and model evaluation. You do not need to train models yourself, but you should understand their strengths and limitations well enough to make sound decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you are exploring this career, this blog breaks down the role, essential skills, salary expectations, certification options, and steps to become an AI Product Manager.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What is an AI Product Manager?\u00a0<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An AI Product Manager (AI PM) oversees the development, launch, and continuous improvement of products powered by artificial intelligence. The role combines traditional product management with an understanding of AI models, data quality, model evaluation, and responsible AI practices.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Understand the fundamentals of <a href=\"https:\/\/skillifysolutions.com\/blogs\/agile\/agile-product-management\/\" target=\"_blank\" rel=\"noreferrer noopener\">Agile Product Management<\/a> to learn how product teams prioritise features, respond to user feedback, and deliver value iteratively.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers connect business goals, customer needs, and technical capabilities. They work with data scientists, machine learning engineers, designers, and business teams to identify useful AI applications, define product requirements, and ensure the final product delivers measurable value.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers do not necessarily need to build machine learning models themselves. However, they should understand how AI works, what data it requires, how its performance is measured, and where limitations such as inaccurate outputs or bias may affect users.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to develop these skills, the <a href=\"https:\/\/skillifysolutions.com\/product-management-courses\/product-management-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Product Management with AI Bootcamp<\/a> covers AI tools, product strategy, user research, and data-driven decision-making through practical projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI Product Manager vs Traditional Product Manager\u00a0<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Both roles focus on solving customer problems, defining product strategy, prioritising features, and delivering business value. The main difference is that AI Product Managers must also account for model behaviour, data quality, probabilistic outputs, and AI-specific risks throughout the product lifecycle.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Product Managers working in Agile environments can strengthen their product strategy and delivery skills through <a href=\"https:\/\/skillifysolutions.com\/safe-certification\/safe-agile-product-management-certification-training\" target=\"_blank\" rel=\"noreferrer noopener\">SAFe Agile Product Management (6.0)<\/a>, which focuses on product management practices within the SAFe framework.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Area<\/strong>&nbsp;<\/td><td><strong>Traditional Product Manager<\/strong>&nbsp;<\/td><td><strong>AI Product Manager<\/strong>&nbsp;<\/td><\/tr><tr><td>Discovery&nbsp;<\/td><td>Identifies customer needs and market opportunities.&nbsp;<\/td><td>Identifies problems AI can solve effectively.&nbsp;<\/td><\/tr><tr><td>Metrics&nbsp;<\/td><td>Tracks adoption, retention, revenue, and satisfaction.&nbsp;<\/td><td>Tracks business outcomes and model performance.&nbsp;<\/td><\/tr><tr><td>Data&nbsp;<\/td><td>Uses research and product analytics.&nbsp;<\/td><td>Evaluates data quality, availability, and bias.&nbsp;<\/td><\/tr><tr><td>Risk&nbsp;<\/td><td>Manages usability, privacy, and business risks.&nbsp;<\/td><td>Also manages hallucinations, bias, and AI safety.&nbsp;<\/td><\/tr><tr><td>Evaluation&nbsp;<\/td><td>Uses user feedback, testing, and analytics.&nbsp;<\/td><td>Tests model outputs, accuracy, and reliability.&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Does an AI Product Manager Do?<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers connect customer needs, business goals, and AI capabilities. Their daily work involves identifying suitable AI use cases, collaborating with technical teams, evaluating product performance, and ensuring AI features are reliable and responsible.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For professionals aiming to manage products in scaled Agile environments, the <a href=\"https:\/\/skillifysolutions.com\/blogs\/agile\/agile-product-management\/\" target=\"_blank\" rel=\"noreferrer noopener\">SAFe Agile Product Manager Certification<\/a> offers a pathway to strengthen product strategy, prioritisation, and value delivery skills.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Define AI Use Cases and Success Metrics<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers identify customer problems that AI can solve and assess whether the solution is technically feasible and commercially valuable. They prioritise use cases based on customer impact, available data, development costs, and business goals.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They also define success metrics, including user adoption, task completion, response quality, accuracy, and cost per request. These metrics help teams determine whether an AI feature delivers meaningful results.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To improve your ability to make data-driven product decisions, explore <a href=\"https:\/\/skillifysolutions.com\/business-analytics-courses\/business-analytics-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Business Analytics Bootcamp<\/a> with AI, which can help build analytical skills for evaluating business performance and identifying opportunities.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Evaluate AI Models with Engineering Teams<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers collaborate with machine learning engineers and data scientists to assess whether models meet product requirements. They help define evaluation criteria, review model outputs, and balance accuracy, response speed, and operating costs.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For generative AI products, this may include checking relevance, factual accuracy, consistency, and hallucinations. They also use user feedback and testing results to identify problems and guide improvements before and after launch. The <a href=\"https:\/\/skillifysolutions.com\/data-science-courses\/data-science-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Data Science Bootcamp<\/a> with AI covers Python, machine learning, and AI through practical projects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Manage Responsible AI, Safety, and Compliance<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers consider risks such as biased outputs, privacy violations, misleading responses, and misuse. They work with engineering, legal, and compliance teams to establish safeguards and ensure AI features meet relevant requirements.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Their responsibilities may include testing bias, protecting user data, improving transparency, and introducing human oversight for high-impact decisions.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They also monitor AI performance after launching and address issues as models and users need to change. The <a href=\"https:\/\/skillifysolutions.com\/safe-certification\/leading-safe-certification-training\">Leading SAFe (6.0)<\/a> to strengthen their understanding of leadership and AI-enabled practices in enterprise environments.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-background is-layout-flow wp-block-quote-is-layout-flow\" style=\"background-color:#f6a0639c\">\n<p class=\"has-background wp-block-paragraph\" style=\"background-color:#f6a0639c\"><strong><em>Turn your product expertise into AI-driven impact with the<\/em><\/strong> <a href=\"https:\/\/skillifysolutions.com\/product-management-courses\/product-management-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Product Management with AI<\/em><\/strong><\/a> <strong><em>Bootcamp and learn to manage smarter products.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI Product Manager Skills<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers need a combination of product expertise, technical understanding, and business skills. They don&#8217;t need to build AI models but must understand their capabilities, limitations, and business value. Explore our guide to <a href=\"https:\/\/skillifysolutions.com\/blogs\/artificial-intelligence\/ai-certifications-for-product-managers\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Certifications for Product Managers<\/a> to understand how specialised learning can strengthen your AI product management skills.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Product strategy, user research, roadmap planning, and prioritisation.\u00a0<\/li>\n\n\n\n<li>Understand AI fundamentals, model capabilities, and limitations.\u00a0<\/li>\n\n\n\n<li>Understand large language models (LLMs) and retrieval-augmented generation (RAG) for context-aware AI responses.\u00a0<\/li>\n\n\n\n<li>Assess accuracy, relevance, hallucinations, latency, and cost.\u00a0<\/li>\n\n\n\n<li>Understand data quality, privacy, and bias.\u00a0<\/li>\n\n\n\n<li>Recognise risks involving fairness, safety, and compliance.\u00a0<\/li>\n\n\n\n<li>Translate business goals into clear requirements for technical teams.\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The key is connecting AI capabilities with real customer needs and ensuring that AI-powered features deliver reliable, measurable value.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For professionals looking to strengthen their analytical skills, <a href=\"https:\/\/skillifysolutions.com\/data-analytics-courses\/data-analytics-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Data Analytics Bootcamp<\/a> covers data analysis, Python, SQL, and AI tools that support data-driven product decisions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI Product Manager Salary and Job Outlook<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Product Managers can earn competitive salaries because the role combines product strategy, technical understanding, and business decision-making. Salaries vary by experience, location, company, and the complexity of the AI products managed.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Experience Level<\/strong>&nbsp;<\/td><td><strong>Average Annual Salary<\/strong>&nbsp;<\/td><\/tr><tr><td>Entry-level&nbsp;<\/td><td><a href=\"https:\/\/www.salaryexpert.com\/salary\/job\/ai-product-manager\/united-states\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">$104,945\u00a0<\/a><\/td><\/tr><tr><td>Early career (1\u20132 years)&nbsp;<\/td><td><a href=\"https:\/\/www.salaryexpert.com\/salary\/job\/ai-product-manager\/united-states\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">$114,500<\/a><\/td><\/tr><tr><td>Mid-level (2\u20134 years)&nbsp;<\/td><td><a href=\"https:\/\/www.salary.com\/research\/salary\/position\/ai-product-manager-salary\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">$132,091\u00a0<\/a><\/td><\/tr><tr><td>Senior-level (5\u20138 years)&nbsp;<\/td><td><a href=\"https:\/\/www.salaryexpert.com\/salary\/job\/ai-product-manager\/united-states\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">$154,177<\/a>\u00a0<\/td><\/tr><tr><td>Expert (over 8 years)&nbsp;<\/td><td><a href=\"https:\/\/www.salaryexpert.com\/salary\/job\/ai-product-manager\/united-states\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">$181,436\u00a0<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">These figures suggest promising opportunities for professionals with product management experience and practical AI skills.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, salary and hiring trends vary by company and seniority, so candidates should focus on demonstrating their ability to evaluate AI systems and deliver measurable product outcomes.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Read our guide to <a href=\"https:\/\/skillifysolutions.com\/blogs\/product-management\/how-to-become-a-product-manager\/\" target=\"_blank\" rel=\"noreferrer noopener\">How to Become a Product Manager<\/a> to explore the foundational skills and career steps involved in product management.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to Become an AI Product Manager<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">You can become an AI Product Manager through product management, engineering, or data-related roles. The key is to combine product skills with practical AI knowledge and demonstrate how AI can solve real customer problems.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to strengthen your technical foundation, explore <a href=\"https:\/\/skillifysolutions.com\/data-science-courses\/data-science-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">D<\/a><a href=\"https:\/\/skillifysolutions.com\/data-science-courses\/data-science-bootcamp\">ata Science Bootcamp<\/a> to develop practical knowledge of data science and AI concepts relevant to AI-powered products.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Transition from Product Management<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If you&#8217;re already a Product Manager, build your AI knowledge and learn how to apply it to existing products.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Focus on understanding AI capabilities, model limitations, and how to measure the success of AI-powered features. The <a href=\"https:\/\/skillifysolutions.com\/agile-management-courses\/scrum-master-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Scrum Master Bootcamp<\/a> can help learners understand Agile practices, sprint planning, backlogs, and team collaboration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>To prepare for AI-focused roles:&nbsp;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Learn AI fundamentals:<\/strong> Understand LLMs, RAG, and model evaluation.\u00a0<\/li>\n\n\n\n<li><strong>Collaborate with AI teams:<\/strong> Work with engineers and data scientists.\u00a0<\/li>\n\n\n\n<li><strong>Track AI performance:<\/strong> Measure accuracy, adoption, quality, and costs.\u00a0<\/li>\n\n\n\n<li><strong>Understand AI risks:<\/strong> Learn about bias, privacy, and responsible AI.\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Product professionals moving into AI-focused roles can consider <a href=\"https:\/\/skillifysolutions.com\/safe-certification\/ai-empowered-safe-popm-certification-training\" target=\"_blank\" rel=\"noreferrer noopener\">SAFe POPM<\/a> to build their understanding of product ownership, prioritisation, and AI-enabled Agile practices.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Transition from Engineering or Data Roles<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Technical professionals can leverage their existing knowledge while developing product management skills. Focus on:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn product strategy: Understand user research, roadmaps, and prioritisation.\u00a0<\/li>\n\n\n\n<li>Identify business needs: Find customer problems AI can solve.\u00a0<\/li>\n\n\n\n<li>Improve communication: Translate technical concepts into product requirements.\u00a0<\/li>\n\n\n\n<li>Gain experience: Contribute to AI product development and feature decisions.\u00a0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Build an AI Product Portfolio<\/strong>\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A practical portfolio demonstrates your ability to turn AI capabilities into useful products. Start with two or three projects that address real problems.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Choose a use case: Identify a relevant customer problem.\u00a0<\/li>\n\n\n\n<li>Build a prototype: Use suitable AI tools or APIs.\u00a0<\/li>\n\n\n\n<li>Define success metrics: Track accuracy, adoption, and response quality.\u00a0<\/li>\n\n\n\n<li>Evaluate risks: Document limitations, bias, and privacy concerns.\u00a0<\/li>\n\n\n\n<li>Present results: Explain your decisions, findings, and expected business impact.\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If your portfolio focuses on AI-powered products, our guide to <a href=\"https:\/\/skillifysolutions.com\/blogs\/product-management\/ai-tools-for-product-managers\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Tools for Product Managers<\/a> can help you explore tools for product research, planning, analysis, and everyday workflows.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Do You Need an AI Product Manager Certification?<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An AI <a href=\"https:\/\/skillifysolutions.com\/product-management-courses\/product-management-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">Product Manager certification<\/a> is not mandatory, but it can help you understand AI concepts, strengthen your product management skills, and demonstrate your knowledge to employers. However, practical experience with AI projects, model evaluation, and product strategy often matters just as much.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose a certification that aligns with your experience and career goals and complements it with hands-on projects. Explore our guide to AI Product Management Certifications to compare relevant options and find the right learning path.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong> \u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Becoming an AI Product Manager requires a mix of product expertise, AI knowledge, and business understanding. You must identify valuable AI use cases, evaluate model performance, and ensure products meet customer needs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whether you come from <a href=\"https:\/\/skillifysolutions.com\/product-management-courses\/product-management-bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">product management<\/a>, engineering, or data, focus on learning LLMs, RAG, and model evaluation. Build practical AI projects to demonstrate your skills and consider certifications to strengthen your knowledge.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With the right skills and hands-on experience, you can prepare for opportunities in AI product management.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-background is-layout-flow wp-block-quote-is-layout-flow\" style=\"background-color:#f6a0639c\">\n<p class=\"has-background wp-block-paragraph\" style=\"background-color:#f6a0639c\"><strong><em>Build stronger product strategy and execution skills through the<\/em><\/strong> <a href=\"https:\/\/skillifysolutions.com\/safe-certification\/safe-agile-product-management-certification-training\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>SAFe Agile Product Management<\/em><\/strong><\/a> <strong><em>course and prepare for modern product leadership roles.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Frequetly Asked Questions<\/strong><\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1792058503044\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>1. Do AI Product Managers Need to Code?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>No, coding is not mandatory. However, understanding AI, APIs, data, and model evaluation helps them work effectively with technical teams.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1792058518736\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>2. Can a Non-Technical PM Move into AI Product Management?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. Non-technical Product Managers can transition by learning AI fundamentals, understanding LLMs, and gaining hands-on experience with AI projects.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1792058531703\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>3. What Metrics Do AI Product Managers Track?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>They track user adoption, customer satisfaction, model accuracy, response quality, latency, cost, and business outcomes. Metrics depend on the product&#8217;s goals.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Key Highlights of AI Product Manager A model can be technically accurate and still deliver a poor product experience. It might respond too slowly, cost too much to operate, or fail to answer the questions users care about. An AI Product Manager must look beyond the technology to determine whether an AI feature creates genuine [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-2804","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/posts\/2804","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/comments?post=2804"}],"version-history":[{"count":1,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/posts\/2804\/revisions"}],"predecessor-version":[{"id":2805,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/posts\/2804\/revisions\/2805"}],"wp:attachment":[{"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/media?parent=2804"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/categories?post=2804"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skillifysolutions.com\/blogs\/wp-json\/wp\/v2\/tags?post=2804"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}