{"id":6457,"date":"2026-07-24T05:28:00","date_gmt":"2026-07-24T05:28:00","guid":{"rendered":"https:\/\/mjgroup.pl\/?p=6457"},"modified":"2026-07-24T06:14:08","modified_gmt":"2026-07-24T06:14:08","slug":"industrial-scada-systems","status":"publish","type":"post","link":"https:\/\/mjgroup.pl\/en\/industrial-scada-systems\/","title":{"rendered":"Industrial SCADA Systems \u2013 The Key to Process Control, Optimization and Production Continuity"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right-small:30px;--awb-padding-left-small:30px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1352px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><h1>Industrial SCADA Systems \u2013 The Key to Process Control, Optimization and Production Continuity<\/h1>\n<p>Modern manufacturing facilities operate in an environment where every minute of unplanned downtime can result in losses amounting to tens or even hundreds of thousands of euros. Production lines, power systems and utility infrastructure generate enormous volumes of operational data every second. Without an appropriate supervisory platform, however, this information remains fragmented and underutilized.<\/p>\n<p>This is precisely where a <strong>SCADA system<\/strong> becomes indispensable. It transforms raw process data into actionable operational intelligence, providing engineers, operators and management with complete visibility into production processes, faster decision-making and improved control over industrial assets.<\/p>\n<blockquote>\n<p>\n<strong>TL;DR<\/strong><\/p>\n<p>A <strong>SCADA (Supervisory Control and Data Acquisition)<\/strong> system is the supervisory software layer responsible for collecting data from industrial automation devices, visualizing processes in real time, archiving operational parameters and managing alarms across the entire facility.<\/p>\n<p>According to recent market analyses, the global SCADA market reached a value of approximately <strong>USD 12\u201313 billion in 2025<\/strong> and continues to grow rapidly. Nearly <strong>68% of manufacturing companies<\/strong> consider SCADA modernization one of their top investment priorities. At the same time, cyberattacks targeting industrial infrastructure have increased by <strong>87% between 2022 and 2025<\/strong>, while new regulations such as the <strong>NIS2 Directive<\/strong> require organizations operating critical infrastructure to significantly improve cybersecurity.<\/p>\n<p>As a result, implementing a modern SCADA platform is no longer merely a technological upgrade\u2014it has become a strategic business investment that directly affects operational efficiency, production continuity and cybersecurity.<\/p>\n<p>As a certified <strong>Siemens Solution Partner<\/strong> with nearly two decades of experience in industrial automation, <strong>MJ Group<\/strong> supports customers throughout the entire project lifecycle\u2014from technical audits and system design to implementation, commissioning, long-term service and future expansion.\n<\/p>\n<\/blockquote>\n<h2>What Is an Industrial SCADA System and Why Is It Essential in 2026?<\/h2>\n<p><strong>SCADA (Supervisory Control and Data Acquisition)<\/strong> is the supervisory software platform responsible for monitoring, visualizing and archiving industrial processes. Rather than replacing <a href=\"https:\/\/mjgroup.pl\/automatyka\/\">PLC controllers<\/a>, SCADA integrates them into a unified operational environment by collecting information from sensors, transmitters, drives, analyzers, remote I\/O stations and numerous other field devices.<\/p>\n<p>If programmable logic controllers (PLCs) can be compared to the &#8220;hands&#8221; executing machine control, then SCADA represents the &#8220;brain and eyes&#8221; of the entire facility. It continuously observes every process, records historical operating data, generates alarms whenever abnormal conditions occur and provides operators with complete situational awareness.<\/p>\n<p>The strategic importance of SCADA has increased dramatically over the past few years, driven by several major industry trends.<\/p>\n<p>Global market reports estimate that the SCADA industry was valued at approximately <strong>USD 12\u201313 billion in 2025<\/strong>. Forecasts published by Persistence Market Research and Precedence Research indicate that the market could reach between <strong>USD 24 and 31 billion by 2033\u20132035<\/strong>, representing a compound annual growth rate (CAGR) of approximately <strong>8.7\u201311.5%<\/strong>.<\/p>\n<p>Beyond market growth, operational challenges are becoming increasingly significant. Around <strong>68% of manufacturers worldwide<\/strong> identify SCADA modernization as one of their three highest investment priorities. Meanwhile, the average annual cost of unplanned downtime in medium-sized manufacturing facilities reaches approximately <strong>USD 4.2 million<\/strong>.<\/p>\n<p>Cybersecurity has become another critical factor. Industrial organizations have experienced an <strong>87% increase in cyberattacks between 2022 and 2025<\/strong>, while ransomware incidents targeting the energy and utilities sectors continue to rise year after year.<\/p>\n<p>The conclusion is straightforward: investing in a modern SCADA platform is no longer optional. It has become a strategic requirement for organizations seeking higher operational efficiency, production continuity, regulatory compliance and long-term competitiveness.<\/p>\n<h2>SCADA Architecture \u2013 How Does It Work Behind the Scenes?<\/h2>\n<p>To understand how a SCADA system transforms millions of process signals into meaningful operational information, it is worth taking a closer look at its architecture. Although every implementation is tailored to the specific requirements of a facility, modern SCADA systems generally consist of four interconnected layers.<\/p>\n<p><strong>Field Layer<\/strong> \u2013 the foundation of every industrial automation system. This layer includes sensors, transmitters, actuators, PLC controllers (such as <a href=\"https:\/\/mjgroup.pl\/instalacja-oczyszczania-sciekow-z-odsiarczania-spalin-case-study-z-perspektywy-czasu\/\">Siemens SIMATIC S7-1500<\/a>) and RTUs (Remote Terminal Units). These devices directly control technological processes while continuously collecting operational data from the plant.<\/p>\n<p><strong>Communication Layer<\/strong> \u2013 responsible for secure and reliable data exchange between field devices and the supervisory system. Today, <strong>OPC UA<\/strong> has become the preferred communication standard thanks to its interoperability and platform independence. Other commonly used industrial protocols include <strong>PROFINET<\/strong>, <strong>Modbus TCP<\/strong> and <strong>MQTT<\/strong>, particularly in Industrial IoT (IIoT) and edge computing environments.<\/p>\n<p><strong>Server Layer<\/strong> \u2013 the central processing component of the SCADA platform. It typically includes the SCADA application server, a Historian database for long-term data storage and an alarm server responsible for event processing and notification management. This is where operational data is processed, archived and made available for visualization and reporting.<\/p>\n<p><strong>Client Layer<\/strong> \u2013 the user interface through which operators, maintenance personnel and managers interact with the system. This layer consists of HMI workstations, web dashboards and mobile applications, providing real-time process visualization, historical trends, alarm lists, reports and performance indicators.<\/p>\n<p>Today, hybrid SCADA architectures have become the industry standard. Critical control functions remain on-premises to ensure maximum reliability and deterministic performance, while Historian databases, advanced analytics and reporting services increasingly operate in cloud environments.<\/p>\n<p>With nearly twenty years of experience in industrial automation, MJ Group designs SCADA architectures tailored to each customer&#8217;s operational requirements\u2014from field devices and communication infrastructure to complete <a href=\"https:\/\/mjgroup.pl\/oferta\/\">MES and ERP integration<\/a>.<\/p>\n<h3>Legacy SCADA vs Modern SCADA (2026)<\/h3>\n<div style=\"overflow-x: auto; margin: 30px 0;\">\n<table style=\"width: 100%; border-collapse: collapse; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 1.6; min-width: 900px;\">\n<thead>\n<tr style=\"background-color: #353e49; color: #ffffff;\">\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9; width: 16%;\">Area<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9; width: 24%;\">Legacy SCADA (Before 2020)<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9; width: 28%;\">Modern SCADA (2026)<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9; width: 32%;\">Business Impact<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background: #ffffff;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Architecture<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Monolithic, on-premises infrastructure<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Modular hybrid architecture (cloud + on-premises)<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Lower maintenance costs and significantly improved scalability.<\/td>\n<\/tr>\n<tr style=\"background: #f8f8f8;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Communication<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Vendor-specific proprietary protocols<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Open standards including OPC UA, MQTT and PROFINET<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Simplified integration with MES, ERP and multi-vendor industrial equipment.<\/td>\n<\/tr>\n<tr style=\"background: #ffffff;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Accessibility<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Local operator workstations only<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Web-based dashboards and mobile access<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Faster incident response and secure remote monitoring from virtually anywhere.<\/td>\n<\/tr>\n<tr style=\"background: #f8f8f8;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Analytics<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Historical data recording (Historian)<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">AI and machine learning capable of predicting failures 48\u201372 hours in advance<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Reduction of unplanned downtime by up to 40% through predictive maintenance.<\/td>\n<\/tr>\n<tr style=\"background: #ffffff;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Cybersecurity<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Air-gapped environments with limited OT segmentation<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">IEC 62443 compliance, network segmentation and workstation hardening<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Improved resilience against ransomware and compliance with NIS2 requirements.<\/td>\n<\/tr>\n<tr style=\"background: #f8f8f8;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\"><strong>Scalability<\/strong><\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Expansion typically requires hardware replacement<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Virtualized SCADA servers running as virtual machines (VMs)<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Simplified disaster recovery, faster migrations and easier infrastructure expansion.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>What Challenges Does SCADA Solve? From Operational Complexity to Complete Process Visibility<\/h2>\n<p>Regardless of industry, manufacturing facilities face many of the same operational challenges. As production environments become increasingly automated and interconnected, the ability to collect, analyze and act on real-time process data has become essential. A modern SCADA system addresses these challenges by transforming fragmented information into a centralized, actionable source of operational intelligence.<\/p>\n<p>Below are five of the most common issues encountered in industrial facilities and how SCADA helps eliminate them.<\/p>\n<p><strong>No real-time visibility into production processes<\/strong> \u2013 In many plants, operational data remains distributed across individual PLCs, local HMI panels and standalone control systems. Operators often lack a complete overview of the production process, making it difficult to detect abnormalities before they develop into serious issues.<\/p>\n<p>A SCADA platform consolidates information from the entire facility into a single interface, providing real-time process visualization through intuitive HMI dashboards. Operators can instantly monitor equipment status, process variables, alarms and production performance from one centralized location.<\/p>\n<p><strong>Slow response to equipment failures<\/strong> \u2013 Without automated alarm management, maintenance teams frequently rely on manual notifications or operator observations. This significantly increases the time required to identify and resolve failures.<\/p>\n<p>Studies indicate that identifying the root cause of an equipment failure without a centralized monitoring system may take between <strong>20 and 40 minutes<\/strong>. A properly configured SCADA system, equipped with intelligent alarm management and escalation mechanisms, can reduce this time to <strong>less than five minutes<\/strong>, minimizing production losses and improving equipment availability.<\/p>\n<p><strong>No historical data for troubleshooting and optimization<\/strong> \u2013 Without long-term data storage, identifying the root cause of recurring problems becomes largely a matter of guesswork. Valuable operational information is often lost once a production cycle has ended.<\/p>\n<p>The Historian component of a SCADA platform continuously records process variables, operator actions and system events with precise timestamps. This historical database enables engineers to analyze trends, investigate incidents, perform audits and identify opportunities for continuous process improvement.<\/p>\n<p><strong>Low Overall Equipment Effectiveness (OEE)<\/strong> \u2013 Improving production efficiency requires measurable performance indicators rather than assumptions. Without accurate operational data, optimization efforts are often based on incomplete information.<\/p>\n<p>Modern SCADA systems continuously calculate <strong>Overall Equipment Effectiveness (OEE)<\/strong> by measuring equipment availability, production performance and product quality. While world-class manufacturers typically achieve an OEE of approximately <strong>85%<\/strong>, many industrial facilities continue to operate around <strong>60%<\/strong>. By identifying production bottlenecks and hidden losses, SCADA enables organizations to focus improvement initiatives where they generate the greatest business value.<\/p>\n<p><strong>Fragmented systems and manual reporting<\/strong> \u2013 Facilities operating multiple production lines, geographically dispersed assets or complex utility infrastructure frequently struggle with disconnected information sources. Production reports are often prepared manually using spreadsheets, increasing both workload and the risk of human error.<\/p>\n<p>A centralized SCADA platform integrates operational data from the entire facility into a single environment. Automated dashboards, scheduled reports and KPI visualizations provide production managers and executives with reliable information without the need for manual data consolidation.<\/p>\n<p>In its SCADA implementations\u2014including projects carried out in the petrochemical sector, where <a href=\"https:\/\/mjgroup.pl\/instalacja-oczyszczania-sciekow-z-odsiarczania-spalin-case-study-z-perspektywy-czasu\/\">Siemens WinCC was integrated with SIMATIC S7-1500 controllers<\/a>\u2014MJ Group consistently applies this philosophy by consolidating information from multiple industrial subsystems into a single, intuitive operator interface. The result is greater operational transparency, faster decision-making and improved production reliability across the entire facility.<\/p>\n<h2>Cybersecurity in SCADA Systems \u2013 Why It Is the Number One Priority in 2026<\/h2>\n<p>Only a few years ago, industrial SCADA systems were largely protected through physical isolation. The so-called <em>air-gap<\/em> approach\u2014keeping operational technology (OT) networks separated from corporate IT infrastructure\u2014was considered sufficient for many facilities.<\/p>\n<p>Today, however, industrial environments have fundamentally changed. Digital transformation, Industrial IoT (IIoT), remote maintenance, cloud-based analytics and IT\/OT convergence have significantly expanded the attack surface. As a result, cybersecurity has become one of the most critical aspects of every modern SCADA implementation.<\/p>\n<p>According to recent industry reports, cyberattacks targeting industrial infrastructure increased by <strong>87% between 2022 and 2025<\/strong>, while ransomware attacks against organizations operating in the energy, utilities and water sectors continue to rise year after year.<\/p>\n<p>Protecting industrial automation systems is therefore no longer solely an IT responsibility\u2014it has become a fundamental operational requirement that directly impacts production continuity, safety and regulatory compliance.<\/p>\n<p>The internationally recognized <strong>IEC 62443<\/strong> series of standards provides the framework for securing Industrial Automation and Control Systems (IACS). Rather than focusing on individual devices, IEC 62443 addresses the cybersecurity of the entire industrial ecosystem.<\/p>\n<p>Key security principles include:<\/p>\n<ul>\n<li>segmentation of IT and OT networks,<\/li>\n<li>role-based access control (RBAC),<\/li>\n<li>secure authentication and authorization mechanisms,<\/li>\n<li>hardening of operator workstations and industrial servers,<\/li>\n<li>continuous monitoring of industrial assets,<\/li>\n<li>regular vulnerability assessments and cybersecurity audits.<\/li>\n<\/ul>\n<p>Proper network segmentation significantly limits the ability of attackers to move laterally across industrial infrastructure, while workstation hardening minimizes the attack surface by disabling unnecessary services, restricting software execution and implementing secure configuration baselines.<\/p>\n<p>Equally important is implementing the principle of least privilege, ensuring that users, operators and maintenance personnel have access only to the systems and functions required to perform their responsibilities.<\/p>\n<p>Within the European Union, cybersecurity has also become a regulatory requirement. Since October 2024, the <strong>NIS2 Directive<\/strong> has introduced stricter cybersecurity obligations for operators of essential and important entities, including organizations operating in the energy, water, wastewater and other critical infrastructure sectors.<\/p>\n<p>Failure to comply with these requirements may expose organizations to substantial financial penalties, operational disruptions and reputational damage.<\/p>\n<p>For this reason, cybersecurity should no longer be considered an optional extension of a SCADA project. It must be incorporated into the system architecture from the earliest design stage.<\/p>\n<p>MJ Group approaches industrial cybersecurity as an integral part of every automation project. Depending on customer requirements, our engineers design secure OT network architectures, implement IT\/OT segmentation, configure industrial firewalls, harden SCADA workstations and servers, and perform comprehensive cybersecurity assessments aligned with IEC 62443 recommendations.<\/p>\n<p>Particular attention is required when modernizing legacy SCADA installations. Many existing industrial systems were originally designed without considering connectivity to corporate IT networks or cloud services. As these systems become integrated into modern digital environments, additional security layers\u2014including industrial firewalls, DMZ (Demilitarized Zone) architectures and secure remote access solutions\u2014become essential.<\/p>\n<p>By combining industrial automation expertise with cybersecurity best practices, MJ Group helps manufacturers build SCADA environments that are not only efficient and scalable, but also resilient against today&#8217;s rapidly evolving cyber threats.<\/p>\n<h2>The Future of SCADA \u2013 Trends Shaping the Next Generation of Industrial Automation<\/h2>\n<p>SCADA systems are evolving faster than ever before. Driven by digital transformation, Industrial IoT (IIoT), artificial intelligence and increasingly demanding cybersecurity requirements, modern supervisory platforms have become far more than visualization tools. Today, they serve as intelligent operational platforms that support decision-making, optimize production and improve business performance.<\/p>\n<p>Five key trends are currently redefining the future of SCADA systems and setting new standards for industrial automation.<\/p>\n<p><strong>Cloud and Hybrid SCADA<\/strong> \u2013 Cloud technologies have become an integral part of modern industrial infrastructure. According to Eurostat (2025), <strong>52.74% of enterprises across the European Union<\/strong> use paid cloud computing services. While mission-critical control functions remain on-premises to guarantee maximum availability and deterministic performance, cloud environments increasingly host Historian databases, reporting tools, advanced analytics and management dashboards.<\/p>\n<p>This hybrid architecture combines the reliability of local industrial systems with the scalability, flexibility and computational power of cloud platforms. It enables organizations to access production data from multiple facilities, improve collaboration between departments and significantly reduce infrastructure maintenance costs.<\/p>\n<p><strong>Artificial Intelligence and Machine Learning<\/strong> \u2013 SCADA platforms are rapidly becoming intelligent decision-support systems. By analyzing historical operating data, AI and machine learning algorithms can identify patterns that are virtually impossible for humans to detect.<\/p>\n<p>Instead of reacting to equipment failures after they occur, manufacturers can predict abnormal operating conditions <strong>48 to 72 hours before a potential failure<\/strong>. This shift from reactive to predictive maintenance reduces unexpected downtime, lowers maintenance costs and extends equipment life.<\/p>\n<p>Modern AI-powered analytics also help optimize production parameters, identify hidden process inefficiencies and continuously improve Overall Equipment Effectiveness (OEE).<\/p>\n<p><strong>Edge Computing<\/strong> \u2013 As industrial environments generate increasing volumes of operational data, processing information exclusively in centralized servers or cloud platforms becomes less efficient. Edge computing addresses this challenge by processing data as close as possible to its source.<\/p>\n<p>Industrial edge devices perform local data analysis, execute predefined logic and respond immediately to process events without requiring continuous communication with central servers. This significantly reduces latency, minimizes network traffic and improves the responsiveness of automation systems.<\/p>\n<p>Edge computing has become particularly valuable in facilities where uninterrupted production depends on millisecond-level response times.<\/p>\n<p><strong>SCADA Virtualization<\/strong> \u2013 Traditional SCADA deployments relied on dedicated physical servers. Today, virtualization technologies allow SCADA servers, Historian databases and application services to run as virtual machines (VMs).<\/p>\n<p>Virtualized infrastructures simplify system expansion, hardware migration and disaster recovery procedures while reducing capital expenditure on physical servers. They also improve operational flexibility by allowing new environments to be deployed or restored significantly faster than with conventional hardware-based architectures.<\/p>\n<p>MJ Group actively implements virtualization technologies within SCADA and DCS environments, enabling customers to build scalable, hardware-independent industrial platforms that are easier to maintain and expand.<\/p>\n<p><strong>OPC UA as the Universal Communication Standard<\/strong> \u2013 One of the most significant developments in industrial automation is the widespread adoption of <strong>OPC UA (Open Platform Communications Unified Architecture)<\/strong>.<\/p>\n<p>Unlike proprietary communication protocols, OPC UA enables secure, standardized data exchange between equipment from different manufacturers. It provides a common language connecting PLCs, SCADA platforms, MES systems, ERP software and cloud-based analytics.<\/p>\n<p>Its platform independence, built-in security mechanisms and scalability have made OPC UA the preferred communication standard for Industry 4.0 initiatives and smart manufacturing projects worldwide.<\/p>\n<p>At MJ Group, these technological trends are already being implemented in real industrial environments. Our engineers design virtualized SCADA and DCS infrastructures, integrate automation platforms with MES and ERP systems, and deploy predictive analytics solutions developed in cooperation with Createch360\u00b0 and the AI-powered <strong>CREA\u00ae<\/strong> platform.<\/p>\n<p>By combining advanced automation technologies with modern data analytics and cybersecurity best practices, we help manufacturers prepare their facilities for the next generation of digital industry.<\/p>\n<h2>SCADA in Practice \u2013 A Real-World Implementation in the Polish Industrial Sector<\/h2>\n<p>The true value of a SCADA system becomes evident when theoretical concepts are translated into real industrial applications. Every implementation presents unique technical challenges, operational requirements and business objectives. A properly designed SCADA platform not only centralizes process supervision but also delivers measurable improvements in production efficiency, reliability and decision-making.<\/p>\n<p>One example is a project successfully delivered by <a href=\"https:\/\/mjgroup.pl\/realizacje\/\">MJ Group<\/a> for a refinery operating within the petrochemical and energy sectors. The project focused on implementing a modern SCADA system for a flue gas desulfurization wastewater treatment installation.<\/p>\n<p><strong>The Customer&#8217;s Challenge<\/strong><\/p>\n<p>The facility required continuous real-time monitoring of critical technological parameters, centralized alarm management with escalation mechanisms, comprehensive historical data archiving and automated operational reporting.<\/p>\n<p>The existing control environment relied primarily on local operator panels, making it difficult to obtain a complete overview of the installation. Process information was distributed across multiple devices, limiting operational transparency and preventing efficient historical analysis of process performance.<\/p>\n<p>Without centralized supervision, identifying process deviations required manual intervention, while preparing operational reports consumed valuable engineering resources.<\/p>\n<p><strong>MJ Group&#8217;s Solution<\/strong><\/p>\n<p>MJ Group designed and implemented a complete industrial automation solution based on <strong>Siemens SIMATIC S7-1500<\/strong> controllers integrated with the <strong>Siemens WinCC<\/strong> SCADA platform.<\/p>\n<p>The project included:<\/p>\n<ul>\n<li>development of a comprehensive SCADA visualization environment,<\/li>\n<li>integration with the existing industrial automation infrastructure,<\/li>\n<li>configuration of intelligent alarm management with prioritization and escalation,<\/li>\n<li>implementation of long-term historical data archiving,<\/li>\n<li>automatic generation of production and operational reports,<\/li>\n<li>optimization of the operator interface to improve usability and response times.<\/li>\n<\/ul>\n<p>The result was a centralized supervisory environment providing operators with complete visibility into every stage of the technological process.<\/p>\n<p><strong>Business Results<\/strong><\/p>\n<p>The implementation significantly improved operational efficiency across the installation.<\/p>\n<p>Operators gained access to all critical process parameters through a single, intuitive interface, enabling faster identification of abnormal operating conditions and more effective decision-making.<\/p>\n<p>Automated alarm handling reduced response times, while historical trend analysis simplified troubleshooting and supported continuous process optimization.<\/p>\n<p>Automatic report generation eliminated manual data collection, allowing engineering teams to focus on process improvement rather than administrative tasks.<\/p>\n<p>Perhaps most importantly, the customer obtained a reliable source of operational data supporting strategic maintenance planning and long-term production optimization.<\/p>\n<p><strong>What Would We Do Differently Today?<\/strong><\/p>\n<p>Industrial automation technologies continue to evolve rapidly, and every completed project provides valuable experience for future implementations.<\/p>\n<p>Looking back, MJ Group identifies several areas that would further enhance the solution if the project were implemented today.<\/p>\n<p>First, we would introduce a fully web-based SCADA interface, enabling secure access through modern browsers instead of relying exclusively on local operator workstations.<\/p>\n<p>Second, we would expand the system with AI-powered predictive maintenance capabilities capable of identifying abnormal equipment behavior and forecasting failures before they impact production.<\/p>\n<p>Third, we would further strengthen the cybersecurity architecture by implementing advanced OT network segmentation fully aligned with IEC 62443 recommendations, together with enhanced remote access security mechanisms.<\/p>\n<p>This example demonstrates an important principle: a SCADA system is never a static solution. It evolves alongside production processes, cybersecurity requirements and digital transformation initiatives. Choosing an experienced system integrator ensures that the platform can continue to grow as business needs change.<\/p>\n<div style=\"background: #f8f9fa; border: 1px solid #dfe3e8; border-radius: 8px; padding: 30px; margin: 35px 0;\">\n<h3 style=\"margin-top: 0; color: #353e49; font-size: 28px;\">\u2714 SCADA Readiness Checklist<\/h3>\n<p style=\"font-size: 17px; line-height: 1.7; margin-bottom: 28px;\">\nAnswer the questions below. If your organization responds <strong>&#8220;YES&#8221;<\/strong> to at least <strong>three<\/strong> of them, it may be the right time to consider implementing a modern SCADA platform.\n<\/p>\n<div style=\"display: grid; grid-template-columns: repeat(auto-fit,minmax(420px,1fr)); gap: 12px;\">\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Do you still collect production data manually using paper forms or spreadsheets?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Do you know the actual OEE of your production lines?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Does identifying equipment failures typically take more than 15 minutes?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Do you lack access to historical process data?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Are production reports still prepared manually?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Does your automation infrastructure fail to meet NIS2 cybersecurity requirements?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Do you operate multiple facilities without centralized supervision?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Are predictive maintenance tools not yet part of your operation?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Are your operators still working with outdated or difficult-to-read HMI interfaces?<\/div>\n<div style=\"background: #fff; padding: 14px 18px; border-left: 4px solid #353e49; border-radius: 4px;\">\u2610 Does ERP integration still require manual data transfer?<\/div>\n<\/div>\n<div style=\"margin-top: 25px; padding: 18px 22px; background: #353e49; color: #fff; border-radius: 6px; font-size: 17px; line-height: 1.7;\">\n<strong>Assessment:<\/strong> If you answered <strong>&#8220;YES&#8221;<\/strong> to at least <strong>three<\/strong> questions, your organization has likely reached the point where implementing a modern SCADA platform could deliver significant operational and financial benefits.\n<\/div>\n<\/div>\n<div style=\"margin: 35px 0;\">\n<h2>Why Does SCADA Implementation Require an Experienced System Integrator?<\/h2>\n<p>Purchasing a SCADA software license is only the beginning of the journey. The real value of a SCADA system is created during the design, integration, commissioning and long-term optimization phases. Successful implementation is not simply an IT project\u2014it is a comprehensive engineering project that requires in-depth knowledge of industrial processes, automation technologies and cybersecurity.<\/p>\n<p>An experienced system integrator ensures that the SCADA platform not only functions correctly on the first day of operation but also remains scalable, secure and adaptable to future production requirements.<\/p>\n<div style=\"margin: 35px 0;\">\n<div style=\"display: flex; align-items: flex-start; margin-bottom: 22px;\">\n<div style=\"min-width: 44px; height: 44px; background: #353e49; color: #fff; border-radius: 50%; text-align: center; line-height: 44px; font-weight: bold; font-size: 18px;\">1<\/div>\n<div style=\"padding-left: 18px;\">\n<h3 style=\"margin: 0 0 8px; color: #353e49;\">Pre-Implementation Assessment<\/h3>\n<p style=\"margin: 0;\">\nThe project begins with a detailed evaluation of the existing automation architecture, communication infrastructure, control systems and business objectives. This assessment provides the foundation for designing a SCADA solution tailored to the facility&#8217;s operational requirements rather than forcing the organization to adapt to standard software limitations.\n<\/p>\n<\/div>\n<\/div>\n<div style=\"display: flex; align-items: flex-start; margin-bottom: 22px;\">\n<div style=\"min-width: 44px; height: 44px; background: #353e49; color: #fff; border-radius: 50%; text-align: center; line-height: 44px; font-weight: bold; font-size: 18px;\">2<\/div>\n<div style=\"padding-left: 18px;\">\n<h3 style=\"margin: 0 0 8px; color: #353e49;\">System Architecture Design<\/h3>\n<p style=\"margin: 0;\">\nAt this stage, engineers select the appropriate SCADA platform\u2014such as Siemens WinCC\u2014define hardware and network requirements, design system redundancy and establish the cybersecurity architecture required for reliable long-term operation.\n<\/p>\n<\/div>\n<\/div>\n<div style=\"display: flex; align-items: flex-start; margin-bottom: 22px;\">\n<div style=\"min-width: 44px; height: 44px; background: #353e49; color: #fff; border-radius: 50%; text-align: center; line-height: 44px; font-weight: bold; font-size: 18px;\">3<\/div>\n<div style=\"padding-left: 18px;\">\n<h3 style=\"margin: 0 0 8px; color: #353e49;\">Integration and Configuration<\/h3>\n<p style=\"margin: 0;\">\nThe SCADA platform is integrated with existing PLC controllers and industrial equipment. Communication protocols such as OPC UA and PROFINET are configured, operator screens are developed, alarm strategies are implemented and historical data collection is established.\n<\/p>\n<\/div>\n<\/div>\n<div style=\"display: flex; align-items: flex-start; margin-bottom: 22px;\">\n<div style=\"min-width: 44px; height: 44px; background: #353e49; color: #fff; border-radius: 50%; text-align: center; line-height: 44px; font-weight: bold; font-size: 18px;\">4<\/div>\n<div style=\"padding-left: 18px;\">\n<h3 style=\"margin: 0 0 8px; color: #353e49;\">Testing and Operator Training<\/h3>\n<p style=\"margin: 0;\">\nBefore production startup, the complete system undergoes Factory Acceptance Testing (FAT) and Site Acceptance Testing (SAT). Operators, maintenance personnel and engineering teams receive comprehensive training to ensure confident and efficient system operation from day one.\n<\/p>\n<\/div>\n<\/div>\n<div style=\"display: flex; align-items: flex-start;\">\n<div style=\"min-width: 44px; height: 44px; background: #353e49; color: #fff; border-radius: 50%; text-align: center; line-height: 44px; font-weight: bold; font-size: 18px;\">5<\/div>\n<div style=\"padding-left: 18px;\">\n<h3 style=\"margin: 0 0 8px; color: #353e49;\">Long-Term Service and System Expansion<\/h3>\n<p style=\"margin: 0;\">\nA modern SCADA platform continues to evolve long after commissioning. Ongoing technical support, remote diagnostics, software updates and future integration with additional production lines or <a href=\"https:\/\/mjgroup.pl\/oferta\/\">MES and ERP systems<\/a> ensure that the investment continues to deliver value for years to come.\n<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"background: #f8f9fa; border-left: 5px solid #353e49; padding: 25px 28px; margin: 40px 0; border-radius: 6px;\">\n<h3 style=\"margin-top: 0; color: #353e49;\">System Integrator or Software Vendor?<\/h3>\n<p style=\"margin-bottom: 0;\">\nA software vendor supplies the SCADA platform and software licenses. A system integrator is responsible for the success of the entire project\u2014from field devices and communication infrastructure to software configuration, cybersecurity, commissioning and integration with enterprise IT systems.\n<\/p>\n<p style=\"margin-bottom: 0;\">\nUltimately, the competence of the system integrator determines whether SCADA becomes a strategic business tool that improves operational performance or simply another visualization screen within the plant.\n<\/p>\n<\/div>\n<div style=\"background: #353e49; color: #fff; padding: 30px; border-radius: 8px; margin: 40px 0;\">\n<h3 style=\"margin-top: 0; color: #fff;\">Why Choose MJ Group?<\/h3>\n<ul style=\"margin: 18px 0 25px 20px; padding: 0; line-height: 1.9;\">\n<li>Nearly 20 years of experience in industrial automation and digital transformation.<\/li>\n<li>Certified <strong>Siemens Solution Partner<\/strong>.<\/li>\n<li>Extensive expertise across the energy, petrochemical, food processing, automotive and water &amp; wastewater industries.<\/li>\n<li>End-to-end project execution\u2014from industrial automation and instrumentation to robotics, digitalization and IT\/OT integration.<\/li>\n<li>A single engineering partner responsible for every stage of the project, reflecting our philosophy: <strong>&#8220;More than you expect.&#8221;<\/strong><\/li>\n<\/ul>\n<p style=\"margin-bottom: 0;\">\nWe deliver comprehensive <a style=\"color: #ffffff; text-decoration: underline;\" href=\"https:\/\/mjgroup.pl\/automatyka-przemyslowa-akpia-teletechnika\/\">industrial automation solutions<\/a>, including instrumentation (I&amp;C), control systems and turnkey automation projects for the most demanding industrial environments.\n<\/p>\n<\/div>\n<h3>Common SCADA Implementation Mistakes<\/h3>\n<ul>\n<li><strong>Skipping the pre-implementation assessment<\/strong> \u2013 Deploying a SCADA platform without thoroughly evaluating the existing infrastructure often results in costly redesigns, poor scalability and unnecessary project risks.<\/li>\n<li><strong>Ignoring cybersecurity requirements<\/strong> \u2013 Implementing SCADA without proper OT\/IT segmentation and security controls aligned with IEC&nbsp;62443 exposes industrial operations to ransomware and other cyber threats.<\/li>\n<li><strong>Underestimating system integration complexity<\/strong> \u2013 Every industrial facility contains a unique combination of controllers, communication protocols and legacy equipment. Successful integration requires practical engineering experience\u2014not just technical documentation.<\/li>\n<li><strong>Insufficient operator training<\/strong> \u2013 Even the most advanced SCADA platform cannot deliver its full potential if operators and maintenance teams are not properly trained to use it.<\/li>\n<li><strong>Selecting a platform that does not match operational needs<\/strong> \u2013 Overengineering a small installation or underestimating the requirements of a complex production facility may significantly increase costs while limiting future scalability.<\/li>\n<\/ul>\n<\/div>\n<h2>SCADA \u2013 Frequently Asked Questions (FAQ)<\/h2>\n<p style=\"margin-bottom: 35px;\">\nBelow are answers to some of the most frequently asked questions about SCADA implementation\u2014from project costs and implementation timelines to system architecture and the differences between SCADA, DCS and PLC controllers.\n<\/p>\n<div style=\"background: #f8f9fa; border-left: 5px solid #353e49; padding: 25px 30px; margin: 35px 0; border-radius: 6px;\">\n<h3 style=\"margin-top: 0; color: #353e49;\">How much does a SCADA implementation cost?<\/h3>\n<p>\nThe cost of implementing a SCADA system depends on several factors, including the size of the facility, the number of assets to be integrated, the complexity of the automation infrastructure and the required level of functionality.\n<\/p>\n<div style=\"overflow-x: auto; margin: 25px 0;\">\n<table style=\"width: 100%; border-collapse: collapse; font-size: 15px; min-width: 650px;\">\n<thead>\n<tr style=\"background: #353e49; color: #ffffff;\">\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9;\">Project Scope<\/th>\n<th style=\"padding: 14px 16px; text-align: left; border: 1px solid #d9d9d9;\">Estimated Investment<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Small facility (single production line)<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Approx. EUR 15,000\u201335,000*<\/td>\n<\/tr>\n<tr style=\"background: #f8f8f8;\">\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Medium-sized facility (multiple production lines)<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Approx. EUR 35,000\u2013120,000*<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Large-scale industrial projects with MES integration and advanced cybersecurity<\/td>\n<td style=\"padding: 14px 16px; border: 1px solid #e5e5e5;\">Typically above EUR 120,000*<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p style=\"margin-bottom:0;\">\n<em>*Indicative values only. Every SCADA project is individually assessed and quoted following a detailed technical audit.<\/em>\n<\/p>\n<\/div>\n<div style=\"margin:40px 0;\">\n<h3 style=\"color:#353e49;\">How long does a SCADA implementation take?<\/h3>\n<p>\nFor a medium-sized industrial facility, a complete implementation typically takes between <strong>three and nine months<\/strong>, depending on the complexity of the project and the required system integrations.\n<\/p>\n<p>The implementation process usually includes:<\/p>\n<ul>\n<li>pre-implementation assessment,<\/li>\n<li>system architecture design,<\/li>\n<li>integration and software configuration,<\/li>\n<li>Factory Acceptance Testing (FAT) and Site Acceptance Testing (SAT),<\/li>\n<li>operator and maintenance personnel training.<\/li>\n<\/ul>\n<\/div>\n<hr style=\"margin:45px 0; border:none; border-top:1px solid #e5e5e5;\">\n<div style=\"margin:40px 0;\">\n<h3 style=\"color:#353e49;\">Can SCADA run in the cloud?<\/h3>\n<p>\nYes. Today, the most common approach is a <strong>hybrid architecture<\/strong>, combining local industrial infrastructure with cloud-based services.\n<\/p>\n<table style=\"width:100%; border-collapse:collapse; margin-top:20px;\">\n<tbody>\n<tr style=\"background:#353e49; color:#ffffff;\">\n<th style=\"padding:14px 16px; text-align:left;\">On-Premises<\/th>\n<th style=\"padding:14px 16px; text-align:left;\">Cloud<\/th>\n<\/tr>\n<tr>\n<td style=\"padding:16px; border:1px solid #e5e5e5;\">\n\u2022 Real-time process control<br \/>\n\u2022 Operator visualization (HMI)<br \/>\n\u2022 Mission-critical production functions\n<\/td>\n<td style=\"padding:16px; border:1px solid #e5e5e5;\">\n\u2022 Historical data storage (Historian)<br \/>\n\u2022 Executive dashboards<br \/>\n\u2022 Reporting and advanced analytics\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<hr style=\"margin:45px 0; border:none; border-top:1px solid #e5e5e5;\">\n<div style=\"margin:40px 0;\">\n<h3 style=\"color:#353e49;\">What is the difference between SCADA and DCS?<\/h3>\n<div style=\"overflow-x:auto; margin-top:20px;\">\n<table style=\"width:100%; border-collapse:collapse; min-width:700px;\">\n<thead>\n<tr style=\"background:#353e49; color:#ffffff;\">\n<th style=\"padding:14px 16px; text-align:left;\">SCADA<\/th>\n<th style=\"padding:14px 16px; text-align:left;\">DCS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:14px 16px; border:1px solid #e5e5e5;\">\nSupervises geographically distributed assets and industrial processes.\n<\/td>\n<td style=\"padding:14px 16px; border:1px solid #e5e5e5;\">\nControls continuous production processes within a single industrial facility.\n<\/td>\n<\/tr>\n<tr style=\"background:#f8f8f8;\">\n<td style=\"padding:14px 16px; border:1px solid #e5e5e5;\">\nTypical applications include pumping stations, substations, renewable energy installations and water treatment facilities.\n<\/td>\n<td style=\"padding:14px 16px; border:1px solid #e5e5e5;\">\nCommonly used in refineries, chemical plants, power generation and process manufacturing.\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<hr style=\"margin:45px 0; border:none; border-top:1px solid #e5e5e5;\">\n<div style=\"margin:40px 0;\">\n<h3 style=\"color:#353e49;\">Does SCADA replace PLC controllers?<\/h3>\n<p>\n<strong>No.<\/strong> PLC controllers and SCADA platforms perform different functions and complement one another.\n<\/p>\n<div style=\"display:flex; flex-wrap:wrap; gap:20px; margin-top:25px;\">\n<div style=\"flex:1; min-width:280px; background:#f8f9fa; padding:22px; border-radius:6px; border-top:4px solid #353e49;\">\n<h4 style=\"margin-top:0; color:#353e49;\">PLC<\/h4>\n<ul>\n<li>Controls machines and equipment.<\/li>\n<li>Executes real-time control logic.<\/li>\n<li>Communicates directly with field devices.<\/li>\n<li>Ensures deterministic process control.<\/li>\n<\/ul>\n<\/div>\n<div style=\"flex:1; min-width:280px; background:#f8f9fa; padding:22px; border-radius:6px; border-top:4px solid #353e49;\">\n<h4 style=\"margin-top:0; color:#353e49;\">SCADA<\/h4>\n<ul>\n<li>Visualizes industrial processes.<\/li>\n<li>Collects and archives operational data.<\/li>\n<li>Manages alarms and events.<\/li>\n<li>Generates reports, KPIs and performance dashboards.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<hr style=\"margin:45px 0; border:none; border-top:1px solid #e5e5e5;\">\n<div style=\"background:#f8f9fa; border-left:5px solid #353e49; padding:25px 30px; border-radius:6px;\">\n<h3 style=\"margin-top:0; color:#353e49;\">What are the most common SCADA implementation mistakes?<\/h3>\n<ul style=\"margin-bottom:20px;\">\n<li>Skipping the pre-implementation assessment.<\/li>\n<li>Neglecting cybersecurity requirements.<\/li>\n<li>Underestimating integration complexity with existing automation systems.<\/li>\n<li>Failing to provide adequate operator training.<\/li>\n<li>Selecting a platform that does not match the facility&#8217;s operational requirements.<\/li>\n<\/ul>\n<p style=\"margin-bottom:0;\">\nMost of these challenges can be avoided by partnering with an experienced system integrator capable of managing the entire project\u2014from initial assessment and architecture design to commissioning, training, ongoing support and future system expansion.\n<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":6458,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-6457","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/posts\/6457","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/comments?post=6457"}],"version-history":[{"count":5,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/posts\/6457\/revisions"}],"predecessor-version":[{"id":6463,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/posts\/6457\/revisions\/6463"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/media\/6458"}],"wp:attachment":[{"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/media?parent=6457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/categories?post=6457"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mjgroup.pl\/en\/wp-json\/wp\/v2\/tags?post=6457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}