{"id":31834,"date":"2025-12-16T11:00:00","date_gmt":"2025-12-16T09:00:00","guid":{"rendered":"https:\/\/scroll.media\/?p=31834"},"modified":"2025-12-30T13:47:00","modified_gmt":"2025-12-30T11:47:00","slug":"why-ai-consulting-is-essential-for-business-and-why-most-projects-fail-without-it","status":"publish","type":"post","link":"https:\/\/scroll.media\/en\/2025\/12\/16\/why-ai-consulting-is-essential-for-business-and-why-most-projects-fail-without-it\/","title":{"rendered":"Why AI Consulting Is Essential for Business And Why Most Projects Fail Without It"},"content":{"rendered":"\n<p>\u0428\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0441\u0442\u0440\u0456\u043c\u043a\u043e \u0437\u043c\u0456\u043d\u044e\u0454 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0433\u0440\u0438 \u0432 \u0431\u0456\u0437\u043d\u0435\u0441\u0456. \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u0457 \u043f\u0435\u0440\u0435\u043e\u0441\u043c\u0438\u0441\u043b\u044e\u044e\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0438, \u0448\u0443\u043a\u0430\u044e\u0442\u044c \u043d\u043e\u0432\u0456 \u0441\u043f\u043e\u0441\u043e\u0431\u0438 \u043f\u0440\u0430\u0446\u044e\u0432\u0430\u0442\u0438 \u0448\u0432\u0438\u0434\u0448\u0435 \u0442\u0430 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0456\u0448\u0435. \u0423 \u0437\u0430\u0445\u0456\u0434\u043d\u0438\u0445 \u0417\u041c\u0406 \u0442\u0456\u043b\u044c\u043a\u0438 \u0439 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0456\u0432 \u043f\u0440\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0438 AI-\u0444\u0443\u043d\u043a\u0446\u0456\u0439, \u0449\u043e \u0434\u0440\u0430\u0439\u0432\u043b\u044f\u0442\u044c \u043f\u0440\u043e\u0434\u0430\u0436\u0456, \u0456 \u0441\u043a\u043e\u0440\u043e\u0447\u0435\u043d\u043d\u044f \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0443, \u044f\u043a\u0438\u0445 \u0437\u0430\u043c\u0456\u043d\u044f\u0454 \u0448\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442. \u0410\u043b\u0435 \u0440\u0430\u0437\u043e\u043c \u0456\u0437 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0437\u2019\u044f\u0432\u043b\u044f\u044e\u0442\u044c\u0441\u044f \u0439 \u0437\u0430\u043f\u0438\u0442\u0430\u043d\u043d\u044f: \u0437 \u0447\u043e\u0433\u043e \u043f\u043e\u0447\u0430\u0442\u0438 \u0446\u0456 \u0437\u043c\u0456\u043d\u0438 \u0442\u0430 \u044f\u043a \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u0443 \u0446\u0456\u043d\u043d\u0456\u0441\u0442\u044c, \u0449\u043e\u0431 \u043d\u0435 \u0432\u0438\u0442\u0440\u0430\u0442\u0438\u0442\u0438 \u0433\u0440\u043e\u0448\u0456 \u043d\u0430 \u0435\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0438, \u044f\u043a\u0456 \u043d\u0456\u0447\u043e\u0433\u043e \u043d\u0435 \u0437\u043c\u0456\u043d\u044f\u0442\u044c?<\/p>\n\n<p>This is where AI consulting comes in. It\u2019s not about simply \u00abtaking a trendy model\u00bb \u2014 it\u2019s about connecting technology to specific business goals and making ROI visible.<\/p>\n\n<p><a href=\"https:\/\/relevant.software\/\">Relevant Software<\/a> acts as a partner, handling the most challenging aspects of AI implementation, including analytics, architecture, strategy, pilots, and scaling. They guide companies through the entire journey \u2014 from the first idea to the moment AI delivers measurable benefits.<\/p>\n\n<p>The company has firsthand experience with AI\u2019s capabilities. Relevant Software\u2019s team developed an internal tool called AI Estimator, which analyzes requirements, compares them with thousands of previous projects, models architecture, and generates data for accurate estimates in minutes. It functions as an architect, developer, and analyst all in one.<\/p>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:27% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1024x1024.png\" alt=\"\" class=\"wp-image-30751 size-full\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1024x1024.png 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-300x300.png 300w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-150x150.png 150w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-768x768.png 768w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1536x1536.png 1536w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_.png 1834w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-base-2-background-color has-background\"><em>\u00abOur clients want quick estimates, prototypes, and PoCs to get started faster. AI Estimator reduces project estimation time from days to minutes,\u00bb shares Andrew Burak, founder and CEO of Relevant Software.<\/em><\/p>\n<\/div><\/div>\n\n<p>Relevant Software began exploring machine learning long before ChatGPT was on everyone\u2019s smartphone, primarily to automate tests and improve data analytics \u2014 cutting development time by nearly a third. With the current AI hype, the company recognized that investments in AI and deep expertise were essential. That\u2019s why they\u2019re investing $1 million in R&D, infrastructure, scaling, and talent acquisition.<\/p>\n\n<p>\u00ab2025 has changed perceptions of AI. We now see clear business opportunities to reduce costs and discover new growth points. Implementing AI efficiently and quickly is a competitive advantage,\u00bb adds Burak.<\/p>\n\n<h2 class=\"wp-block-heading\">AI Capabilities for Business<\/h2>\n\n<p>The problem many companies face is understanding what AI is for and how to use it effectively. In the hype surrounding ChatGPT, founders often want \u00abto do something with AI\u00bb simply because it\u2019s trendy. Relevant Software views this as a misguided approach.<\/p>\n\n<p>AI is often misunderstood as a silver bullet. Each project requires a clear design that focuses on business efficiency and delivers a calculated ROI. <\/p>\n\n<p>That\u2019s why <a href=\"https:\/\/relevant.software\/\">Relevant Software<\/a> begins every engagement with <strong>AI consulting<\/strong>, assessing the readiness of the business, infrastructure, and team.<\/p>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00abWe set priorities, define an action plan, and start with the first project whose implementation can demonstrate clear business value. This way, we prove not only that a solution is technically feasible, but also that it is worth the investment and capable of generating returns,\u00bb the AI team explains.<\/p>\n<\/blockquote>\n\n<p>This AI team has been operating at the company for several years. To support it, Relevant Software appointed a dedicated AI lead and established a cross-functional AI center that oversees the AI & Data Transformation program at the company-wide level.<\/p>\n\n<p>At the initial stage, clients are also guided through regulatory requirements and the legal aspects of implementing artificial intelligence. Many of Relevant Software\u2019s customers are based in the US and Europe, where AI-related regulations and rules are already in effect. As a result, the team provides dedicated consultations to ensure that products comply with all applicable standards. This helps mitigate potential risks and saves clients money that would otherwise be spent on fixing compliance-related issues.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-scaled.jpeg\" alt=\"\" class=\"wp-image-31823\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-scaled.jpeg 2560w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-300x200.jpeg 300w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-1024x683.jpeg 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-768x512.jpeg 768w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-1536x1024.jpeg 1536w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1936-2-2048x1366.jpeg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\">Photo by Relevant Software<\/figcaption><\/figure>\n<\/div>\n<p>How to determine what a client actually needs? By continuously learning and using all available systems firsthand. Relevant Software doesn\u2019t just build AI solutions for others \u2014 it actively applies AI internally as well.<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Gemini, Liner, Perplexity, Claude \u2013 for gathering precise requirements and generating concepts\r\n<\/li>\n\n\n\n<li>v0, Cursor, Figma MCP \u2013 for front-end prototypes and complex interface cases, speeding design validation<\/li>\n\n\n\n<li>Anthropic Claude Code, OpenAI Codex \u2013 for AI-assisted coding, bug fixing, and test automation\r\n<\/li>\n\n\n\n<li>\u0414\u043b\u044f \u0442\u0435\u0441\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u2014 Virtuoso QA \u0456 Mabl, \u0449\u043e \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u043f\u0440\u043e\u0433\u0430\u043d\u044f\u044e\u0442\u044c \u0442\u0435\u0441\u0442\u0438, \u0441\u0430\u043c\u043e\u0441\u0442\u0456\u0439\u043d\u043e \u043b\u0430\u0433\u043e\u0434\u044f\u0442\u044c \u0457\u0445 \u043f\u0456\u0441\u043b\u044f \u0437\u043c\u0456\u043d UI \u0442\u0430 \u0432\u0438\u044f\u0432\u043b\u044f\u044e\u0442\u044c \u0432\u0456\u0437\u0443\u0430\u043b\u044c\u043d\u0456 \u0434\u0435\u0444\u0435\u043a\u0442\u0438.<\/li>\n\n\n\n<li>Virtuoso QA, Mabl \u2013 for automated testing and visual defect detection\r\nJira, Confluence, Atlassian Rovo \u2013 for AI-assisted project management, task decomposition, and documentation<\/li>\n<\/ul>\n\n<p>The AI team emphasizes that modern LLM-oriented AI is cutting-edge but sometimes unstable. The ecosystem evolves rapidly, requiring continuous monitoring of models, training methods, cloud services, and datasets. Ongoing learning is essential to delivering maximum value in AI projects. That\u2019s why Relevant Software invests heavily in training its team.\r\n\r\n\r\n<\/p>\n\n<h2 class=\"wp-block-heading\">How to Implement AI Effectively<\/h2>\n\n<p>Implementing AI solutions today is a competitive advantage for businesses. It enables optimization, automation, and better customer experiences. A simple example: with AI assistance, a customer <a href=\"https:\/\/www.hellorep.ai\/blog\/the-future-of-ai-in-ecommerce-40-statistics-on-conversational-ai-agents-for-2025#:~:text=47,Shopping%20Decisions\">can complete<\/a> an online purchase 47% faster. <span style=\"font-weight: 400;\">The goal of Relevant Software\u2019s AI and transformation consulting is to help clients identify solutions that directly impact business metrics and to implement them.<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1920\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-scaled.jpeg\" alt=\"\" class=\"wp-image-31825\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-scaled.jpeg 2560w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-300x225.jpeg 300w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-1024x768.jpeg 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-768x576.jpeg 768w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-1536x1152.jpeg 1536w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/12\/img_1684-2-2048x1536.jpeg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<p>The collaboration framework typically looks like this:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\"><strong>Discovery (2\u20134 weeks).<\/strong> An initial phase where the team evaluates business processes, data, systems, and internal team readiness. The client receives a detailed report on the current state and potential risks.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Strategic phase (2\u20133 weeks).<\/strong> Defining key priorities and designing the architecture of the future solution. The outcome is a strategic <em>AI roadmap<\/em> with a clear action plan.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Pilot (8\u201312 weeks).<\/strong> Implementation of a core function to validate its viability. The client receives a working prototype and a performance report.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Scaling and integration (8\u201312 weeks or more).<\/strong> Development of a full-fledged solution, integration into business processes, and handover of the finished product.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><strong>Final phase \u2014 continuous optimization.<\/strong> Ongoing system monitoring, model improvement, and support in building the client\u2019s internal AI team.<\/span><\/li>\n<\/ul>\n\n<p>The long-term project value begins not with code, but with a well-defined AI strategy. That\u2019s why Relevant Software doesn\u2019t just implement solutions \u2014 the team also consults clients, helps them understand technological capabilities, and builds clear development plans. \u00abThe greatest impact comes not from the tool itself, but from a strategic vision of how to apply it,\u00bb explains Andrew Burak.<\/p>\n\n<p>Clients often turn to Relevant Software to build agent-based AI and RAG systems \u2014 solutions where models generate responses based on corporate data. To ensure these systems work correctly, the team validates the client\u2019s databases, guaranteeing answer accuracy and minimizing hallucination risks.\r\n<\/p>\n\n<p>Other common requests include automating complex multi-step processes, where AI can reduce execution time by half or more. Companies also frequently request the customization of LLMs for specific industries, enabling models to handle highly specialized tasks with greater accuracy.<\/p>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:27% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1024x1024.png\" alt=\"\" class=\"wp-image-30751 size-full\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1024x1024.png 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-300x300.png 300w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-150x150.png 150w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-768x768.png 768w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_-1536x1536.png 1536w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/11\/relevant_.png 1834w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-base-2-background-color has-background\"><em>\u00abApplications for object and anomaly detection in manufacturing, quality control, and security are in high demand. Predictive models, which provide practical insights such as financial forecasting and medical diagnostics, are also gaining traction. We\u2019ve delivered dozens of projects in computer vision and classic AI\/ML for structured data analysis,\u00bb adds Andrew Burak.<\/em><\/p>\n<\/div><\/div>\n\n<p>Another important area is AI consulting focused on security and regulatory compliance. Relevant Software strictly adheres to the EU AI Act and GDPR requirements.\r\n\r\n<\/p>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00abWe anonymize data wherever possible to reduce risk. We utilize proven technologies and secure infrastructure, featuring encryption and controlled access. We thoroughly vet all partners to ensure protection at every stage of AI systems,\u00bb the team explains. <\/p>\n<\/blockquote>\n\n<p>This approach allows clients to scale their AI solutions smoothly across key markets.<\/p>\n\n<h2 class=\"wp-block-heading\">Preparing for what\u2019s next<\/h2>\n\n<p>What\u2019s next for AI implementation? Scale \u2014 not geographically, but at the product level. While many companies today deploy a single AI agent, the near future will involve multiple agents working in sync. \u00abThe priority is multi-agent orchestration platforms that allow specialized agents to collaborate on complex end-to-end processes,\u00bb says Andrew Burak.<\/p>\n\n<p>Relevant Software believes that within the next two to three years, this approach will become the foundation of advanced, competitive businesses. AI systems capable of proactively executing entire business processes with minimal human involvement will deliver levels of efficiency that are unprecedented today.<\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"1200\" src=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1.webp\" alt=\"\" class=\"wp-image-21899\" style=\"width:286px;height:auto\" srcset=\"https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1.webp 2400w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1-300x150.webp 300w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1-1024x512.webp 1024w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1-768x384.webp 768w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1-1536x768.webp 1536w, https:\/\/scroll.media\/wp-content\/uploads\/2025\/08\/logo_horizontal_1200_black-1-2048x1024.webp 2048w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/scroll.media\/reklama\/\" target=\"_blank\" rel=\"noreferrer noopener\">This article was produced with the support of Relevant Software.<\/a>\u00a0<a href=\"https:\/\/scroll.media\/reklama\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more<\/a><\/figcaption><\/figure>\n<\/div>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<p>In this story, <a href=\"https:\/\/relevant.software\/\">Relevant Software<\/a> acts as both consultant and technology partner, helping businesses confidently adopt AI with security, scalability, and ROI in mind. \u00abOur strength is that we build AI solutions for ourselves and for our clients. We\u2019re not limited to theory \u2014 we work with real cases and proven methodologies. This is what a modern AI partnership should look like,\u00bb concludes Andrew Burak.\r\n\r\n\u00a0<\/p>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0428\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0441\u0442\u0440\u0456\u043c\u043a\u043e \u0437\u043c\u0456\u043d\u044e\u0454 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0433\u0440\u0438 \u0432 \u0431\u0456\u0437\u043d\u0435\u0441\u0456. \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u0457 \u043f\u0435\u0440\u0435\u043e\u0441\u043c\u0438\u0441\u043b\u044e\u044e\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0438, \u0448\u0443\u043a\u0430\u044e\u0442\u044c \u043d\u043e\u0432\u0456 \u0441\u043f\u043e\u0441\u043e\u0431\u0438 \u043f\u0440\u0430\u0446\u044e\u0432\u0430\u0442\u0438 \u0448\u0432\u0438\u0434\u0448\u0435 \u0442\u0430 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0456\u0448\u0435. \u0423 \u0437\u0430\u0445\u0456\u0434\u043d\u0438\u0445 \u0417\u041c\u0406 \u0442\u0456\u043b\u044c\u043a\u0438 \u0439 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0456\u0432 \u043f\u0440\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0438 AI-\u0444\u0443\u043d\u043a\u0446\u0456\u0439, \u0449\u043e \u0434\u0440\u0430\u0439\u0432\u043b\u044f\u0442\u044c \u043f\u0440\u043e\u0434\u0430\u0436\u0456, \u0456 \u0441\u043a\u043e\u0440\u043e\u0447\u0435\u043d\u043d\u044f \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0443, \u044f\u043a\u0438\u0445 \u0437\u0430\u043c\u0456\u043d\u044f\u0454 \u0448\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442. \u0410\u043b\u0435 \u0440\u0430\u0437\u043e\u043c \u0456\u0437 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0437\u2019\u044f\u0432\u043b\u044f\u044e\u0442\u044c\u0441\u044f \u0439 \u0437\u0430\u043f\u0438\u0442\u0430\u043d\u043d\u044f: \u0437 \u0447\u043e\u0433\u043e \u043f\u043e\u0447\u0430\u0442\u0438 \u0446\u0456 \u0437\u043c\u0456\u043d\u0438 \u0442\u0430 \u044f\u043a \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u0443 \u0446\u0456\u043d\u043d\u0456\u0441\u0442\u044c, \u0449\u043e\u0431 \u2026 <a title=\"Why AI Consulting Is Essential for Business And Why Most Projects Fail Without It\" class=\"read-more\" href=\"https:\/\/scroll.media\/en\/2025\/12\/16\/why-ai-consulting-is-essential-for-business-and-why-most-projects-fail-without-it\/\" aria-label=\"Read more about Why AI Consulting Is Essential for Business And Why Most Projects Fail Without It\">Read more<\/a><\/p>\n","protected":false},"author":21,"featured_media":31824,"comment_status":"open","ping_status":"open","sticky":false,"template":"template-custom-post-custom-head.php","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[416,108],"tags":[436,457,563],"class_list":["post-31834","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-service-companies-en","tag-ai-en","tag-partner-news","tag-promo-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - 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