{"id":55787,"date":"2025-12-25T10:27:45","date_gmt":"2025-12-25T10:27:45","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=55787"},"modified":"2026-01-01T10:41:59","modified_gmt":"2026-01-01T10:41:59","slug":"top-10-manufacturing-execution-systems-mes-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-manufacturing-execution-systems-mes-features-pros-cons-comparison\/","title":{"rendered":"Top 10 Manufacturing Execution Systems (MES): Features, Pros, Cons & Comparison"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

Introduction<\/h2>\n\n\n\n

Manufacturing Execution Systems (MES) are software platforms designed to bridge the gap between enterprise planning systems and the shop floor<\/strong>. While ERP systems focus on planning and business processes, MES focuses on real-time execution, monitoring, and control of manufacturing operations<\/strong>. It helps manufacturers understand exactly what is happening on the factory floor\u2014right now.<\/p>\n\n\n\n

In today\u2019s highly competitive and data-driven manufacturing environment, MES plays a critical role in improving productivity, quality, traceability, and compliance<\/strong>. By collecting real-time data from machines, operators, and production lines, MES enables manufacturers to reduce downtime, minimize waste, improve yield, and ensure consistent product quality.<\/p>\n\n\n\n

Common real-world use cases include production tracking, quality management, work order execution, performance analysis (OEE), regulatory compliance, and genealogy tracking<\/strong>. Industries such as automotive, pharmaceuticals, electronics, food & beverage, and aerospace rely heavily on MES for operational excellence.<\/p>\n\n\n\n

When choosing an MES, organizations should evaluate real-time capabilities, scalability, ease of use, integration with ERP and automation systems, security, compliance support, and total cost of ownership<\/strong>.<\/p>\n\n\n\n

Best for:<\/strong>
Manufacturing Execution Systems (MES) tools are best suited for manufacturing managers, operations leaders, plant supervisors, quality engineers, IT teams, and executives<\/strong> working in discrete, process, batch, and hybrid manufacturing environments<\/strong>\u2014from mid-sized factories to global enterprises.<\/p>\n\n\n\n

Not ideal for:<\/strong>
MES may be overkill for very small workshops, manual production environments, or businesses with extremely simple workflows<\/strong>, where lightweight production tracking tools or spreadsheets may be sufficient.<\/p>\n\n\n\n

\n\n\n\n

Top 10 Manufacturing Execution Systems (MES) Tools<\/h2>\n\n\n\n
\n\n\n\n

1 \u2014 Siemens Opcenter<\/h3>\n\n\n\n

Short description:<\/strong>
Siemens Opcenter is a comprehensive, enterprise-grade MES designed for complex manufacturing environments requiring deep automation and digitalization.<\/p>\n\n\n\n

Key features:<\/strong><\/p>\n\n\n\n

    \n
  • Real-time production execution and monitoring<\/li>\n\n\n\n
  • Advanced quality management and SPC<\/li>\n\n\n\n
  • Manufacturing genealogy and traceability<\/li>\n\n\n\n
  • Integration with automation and PLM systems<\/li>\n\n\n\n
  • Support for discrete, batch, and hybrid manufacturing<\/li>\n\n\n\n
  • Advanced analytics and reporting<\/li>\n\n\n\n
  • Modular and scalable architecture<\/li>\n<\/ul>\n\n\n\n

    Pros:<\/strong><\/p>\n\n\n\n

      \n
    • Extremely powerful and scalable<\/li>\n\n\n\n
    • Strong integration with industrial automation<\/li>\n<\/ul>\n\n\n\n

      Cons:<\/strong><\/p>\n\n\n\n

        \n
      • High implementation complexity<\/li>\n\n\n\n
      • Premium pricing<\/li>\n<\/ul>\n\n\n\n

        Security & compliance:<\/strong>
        Role-based access, encryption, audit trails, ISO-aligned controls, GDPR support<\/p>\n\n\n\n

        Support & community:<\/strong>
        Enterprise-grade documentation, global support network, strong partner ecosystem<\/p>\n\n\n\n

        \n\n\n\n

        2 \u2014 Rockwell Automation FactoryTalk ProductionCentre<\/h3>\n\n\n\n

        Short description:<\/strong>
        FactoryTalk ProductionCentre focuses on production management, genealogy, and quality in highly automated manufacturing environments.<\/p>\n\n\n\n

        Key features:<\/strong><\/p>\n\n\n\n

          \n
        • Production and work order execution<\/li>\n\n\n\n
        • Electronic batch records<\/li>\n\n\n\n
        • Quality and non-conformance management<\/li>\n\n\n\n
        • Full traceability and genealogy<\/li>\n\n\n\n
        • Tight integration with Rockwell PLCs<\/li>\n\n\n\n
        • Real-time dashboards<\/li>\n\n\n\n
        • Compliance-ready workflows<\/li>\n<\/ul>\n\n\n\n

          Pros:<\/strong><\/p>\n\n\n\n

            \n
          • Excellent for regulated industries<\/li>\n\n\n\n
          • Deep automation integration<\/li>\n<\/ul>\n\n\n\n

            Cons:<\/strong><\/p>\n\n\n\n

              \n
            • Best suited to Rockwell ecosystems<\/li>\n\n\n\n
            • Steeper learning curve<\/li>\n<\/ul>\n\n\n\n

              Security & compliance:<\/strong>
              SSO, audit logs, encryption, regulatory compliance support (FDA, GMP)<\/p>\n\n\n\n

              Support & community:<\/strong>
              Strong vendor support, extensive documentation, certified integrators<\/p>\n\n\n\n

              \n\n\n\n

              3 \u2014 SAP Manufacturing Execution (SAP ME\/MII)<\/h3>\n\n\n\n

              Short description:<\/strong>
              SAP ME\/MII is designed for organizations already invested in SAP ERP, providing seamless shop-floor execution and visibility.<\/p>\n\n\n\n

              Key features:<\/strong><\/p>\n\n\n\n

                \n
              • Real-time production monitoring<\/li>\n\n\n\n
              • Tight SAP ERP integration<\/li>\n\n\n\n
              • Quality management and inspections<\/li>\n\n\n\n
              • Manufacturing genealogy<\/li>\n\n\n\n
              • KPI and performance dashboards<\/li>\n\n\n\n
              • Workflow orchestration<\/li>\n\n\n\n
              • Scalable enterprise deployment<\/li>\n<\/ul>\n\n\n\n

                Pros:<\/strong><\/p>\n\n\n\n

                  \n
                • Seamless ERP-to-shop-floor integration<\/li>\n\n\n\n
                • Strong data consistency<\/li>\n<\/ul>\n\n\n\n

                  Cons:<\/strong><\/p>\n\n\n\n

                    \n
                  • Requires SAP expertise<\/li>\n\n\n\n
                  • Higher total cost of ownership<\/li>\n<\/ul>\n\n\n\n

                    Security & compliance:<\/strong>
                    Enterprise-grade security, SSO, GDPR, audit logging<\/p>\n\n\n\n

                    Support & community:<\/strong>
                    Large global community, extensive documentation, enterprise support<\/p>\n\n\n\n

                    \n\n\n\n

                    4 \u2014 Dassault DELMIA Apriso<\/h3>\n\n\n\n

                    Short description:<\/strong>
                    DELMIA Apriso offers a unified MES solution focused on global manufacturing operations and process standardization.<\/p>\n\n\n\n

                    Key features:<\/strong><\/p>\n\n\n\n

                      \n
                    • Global production visibility<\/li>\n\n\n\n
                    • Quality and compliance management<\/li>\n\n\n\n
                    • Work order and labor management<\/li>\n\n\n\n
                    • Manufacturing intelligence dashboards<\/li>\n\n\n\n
                    • Multi-site deployment support<\/li>\n\n\n\n
                    • Process standardization tools<\/li>\n<\/ul>\n\n\n\n

                      Pros:<\/strong><\/p>\n\n\n\n

                        \n
                      • Strong multi-site coordination<\/li>\n\n\n\n
                      • Robust analytics<\/li>\n<\/ul>\n\n\n\n

                        Cons:<\/strong><\/p>\n\n\n\n

                          \n
                        • Complex initial setup<\/li>\n\n\n\n
                        • Customization may require specialists<\/li>\n<\/ul>\n\n\n\n

                          Security & compliance:<\/strong>
                          Role-based security, encryption, audit logs, ISO\/GDPR readiness<\/p>\n\n\n\n

                          Support & community:<\/strong>
                          Enterprise support, consulting partners, professional training<\/p>\n\n\n\n

                          \n\n\n\n

                          5 \u2014 Oracle Manufacturing Execution<\/h3>\n\n\n\n

                          Short description:<\/strong>
                          Oracle MES provides cloud-connected execution and visibility, particularly for manufacturers using Oracle ERP systems.<\/p>\n\n\n\n

                          Key features:<\/strong><\/p>\n\n\n\n

                            \n
                          • Real-time shop-floor data capture<\/li>\n\n\n\n
                          • Integrated quality inspections<\/li>\n\n\n\n
                          • Production scheduling execution<\/li>\n\n\n\n
                          • Traceability and genealogy<\/li>\n\n\n\n
                          • Cloud and on-premise deployment<\/li>\n\n\n\n
                          • Analytics and KPIs<\/li>\n<\/ul>\n\n\n\n

                            Pros:<\/strong><\/p>\n\n\n\n

                              \n
                            • Strong ERP alignment<\/li>\n\n\n\n
                            • Cloud scalability options<\/li>\n<\/ul>\n\n\n\n

                              Cons:<\/strong><\/p>\n\n\n\n

                                \n
                              • Limited flexibility outside Oracle stack<\/li>\n\n\n\n
                              • Licensing complexity<\/li>\n<\/ul>\n\n\n\n

                                Security & compliance:<\/strong>
                                Enterprise-grade cloud security, encryption, compliance frameworks<\/p>\n\n\n\n

                                Support & community:<\/strong>
                                Robust documentation, enterprise support, global Oracle ecosystem<\/p>\n\n\n\n

                                \n\n\n\n

                                6 \u2014 Tulip<\/h3>\n\n\n\n

                                Short description:<\/strong>
                                Tulip is a modern, low-code MES platform designed for rapid digitization of frontline manufacturing processes.<\/p>\n\n\n\n

                                Key features:<\/strong><\/p>\n\n\n\n

                                  \n
                                • Low-code application builder<\/li>\n\n\n\n
                                • Real-time operator guidance<\/li>\n\n\n\n
                                • Machine data integration<\/li>\n\n\n\n
                                • Quality checks and workflows<\/li>\n\n\n\n
                                • Cloud-native dashboards<\/li>\n\n\n\n
                                • Fast deployment<\/li>\n\n\n\n
                                • IoT-ready architecture<\/li>\n<\/ul>\n\n\n\n

                                  Pros:<\/strong><\/p>\n\n\n\n

                                    \n
                                  • Easy to use and fast to deploy<\/li>\n\n\n\n
                                  • Flexible for custom workflows<\/li>\n<\/ul>\n\n\n\n

                                    Cons:<\/strong><\/p>\n\n\n\n

                                      \n
                                    • Less suited for very large enterprises<\/li>\n\n\n\n
                                    • Advanced features require configuration<\/li>\n<\/ul>\n\n\n\n

                                      Security & compliance:<\/strong>
                                      Encryption, SSO, audit logs, GDPR support<\/p>\n\n\n\n

                                      Support & community:<\/strong>
                                      Strong onboarding, active user community, responsive support<\/p>\n\n\n\n

                                      \n\n\n\n

                                      7 \u2014 Ignition by Inductive Automation<\/h3>\n\n\n\n

                                      Short description:<\/strong>
                                      Ignition is a flexible industrial platform combining MES, SCADA, and IIoT capabilities in a single solution.<\/p>\n\n\n\n

                                      Key features:<\/strong><\/p>\n\n\n\n

                                        \n
                                      • Real-time production monitoring<\/li>\n\n\n\n
                                      • Modular MES components<\/li>\n\n\n\n
                                      • Unlimited licensing model<\/li>\n\n\n\n
                                      • Cross-platform support<\/li>\n\n\n\n
                                      • Strong SCADA integration<\/li>\n\n\n\n
                                      • Custom dashboards and reporting<\/li>\n<\/ul>\n\n\n\n

                                        Pros:<\/strong><\/p>\n\n\n\n

                                          \n
                                        • Highly flexible and cost-effective<\/li>\n\n\n\n
                                        • Strong developer control<\/li>\n<\/ul>\n\n\n\n

                                          Cons:<\/strong><\/p>\n\n\n\n

                                            \n
                                          • Requires technical expertise<\/li>\n\n\n\n
                                          • UI customization effort<\/li>\n<\/ul>\n\n\n\n

                                            Security & compliance:<\/strong>
                                            Role-based access, encryption, audit logs<\/p>\n\n\n\n

                                            Support & community:<\/strong>
                                            Extensive documentation, active community forum, training programs<\/p>\n\n\n\n

                                            \n\n\n\n

                                            8 \u2014 Plex Smart Manufacturing Platform<\/h3>\n\n\n\n

                                            Short description:<\/strong>
                                            Plex is a cloud-native MES and ERP platform designed specifically for manufacturers.<\/p>\n\n\n\n

                                            Key features:<\/strong><\/p>\n\n\n\n

                                              \n
                                            • Real-time production execution<\/li>\n\n\n\n
                                            • Built-in quality management<\/li>\n\n\n\n
                                            • Inventory and traceability<\/li>\n\n\n\n
                                            • Cloud-native architecture<\/li>\n\n\n\n
                                            • Supplier and compliance management<\/li>\n\n\n\n
                                            • Analytics and dashboards<\/li>\n<\/ul>\n\n\n\n

                                              Pros:<\/strong><\/p>\n\n\n\n

                                                \n
                                              • True cloud-first MES<\/li>\n\n\n\n
                                              • Strong visibility across operations<\/li>\n<\/ul>\n\n\n\n

                                                Cons:<\/strong><\/p>\n\n\n\n

                                                  \n
                                                • Limited deep customization<\/li>\n\n\n\n
                                                • Internet dependency<\/li>\n<\/ul>\n\n\n\n

                                                  Security & compliance:<\/strong>
                                                  SOC-aligned controls, encryption, audit logs, compliance-ready<\/p>\n\n\n\n

                                                  Support & community:<\/strong>
                                                  Good documentation, enterprise support, user groups<\/p>\n\n\n\n

                                                  \n\n\n\n

                                                  9 \u2014 Critical Manufacturing MES<\/h3>\n\n\n\n

                                                  Short description:<\/strong>
                                                  Critical Manufacturing MES is optimized for complex and high-tech manufacturing environments.<\/p>\n\n\n\n

                                                  Key features:<\/strong><\/p>\n\n\n\n

                                                    \n
                                                  • Advanced process control<\/li>\n\n\n\n
                                                  • Semiconductor-ready workflows<\/li>\n\n\n\n
                                                  • Full traceability and genealogy<\/li>\n\n\n\n
                                                  • Real-time analytics<\/li>\n\n\n\n
                                                  • Equipment integration<\/li>\n\n\n\n
                                                  • Scalable architecture<\/li>\n<\/ul>\n\n\n\n

                                                    Pros:<\/strong><\/p>\n\n\n\n

                                                      \n
                                                    • Excellent for high-tech industries<\/li>\n\n\n\n
                                                    • Strong process control<\/li>\n<\/ul>\n\n\n\n

                                                      Cons:<\/strong><\/p>\n\n\n\n

                                                        \n
                                                      • Niche focus<\/li>\n\n\n\n
                                                      • Requires skilled implementation<\/li>\n<\/ul>\n\n\n\n

                                                        Security & compliance:<\/strong>
                                                        Enterprise-grade security, audit trails, GDPR-ready<\/p>\n\n\n\n

                                                        Support & community:<\/strong>
                                                        Dedicated enterprise support, specialized expertise<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        10 \u2014 Prodsmart (by Autodesk)<\/h3>\n\n\n\n

                                                        Short description:<\/strong>
                                                        Prodsmart is a lightweight, cloud-based MES focused on simplicity and rapid adoption.<\/p>\n\n\n\n

                                                        Key features:<\/strong><\/p>\n\n\n\n

                                                          \n
                                                        • Real-time production tracking<\/li>\n\n\n\n
                                                        • OEE and performance analytics<\/li>\n\n\n\n
                                                        • Quality checks<\/li>\n\n\n\n
                                                        • Cloud dashboards<\/li>\n\n\n\n
                                                        • Easy ERP integration<\/li>\n\n\n\n
                                                        • Mobile-friendly interface<\/li>\n<\/ul>\n\n\n\n

                                                          Pros:<\/strong><\/p>\n\n\n\n

                                                            \n
                                                          • Easy to deploy<\/li>\n\n\n\n
                                                          • Cost-effective for SMBs<\/li>\n<\/ul>\n\n\n\n

                                                            Cons:<\/strong><\/p>\n\n\n\n

                                                              \n
                                                            • Limited advanced functionality<\/li>\n\n\n\n
                                                            • Less suited for highly regulated industries<\/li>\n<\/ul>\n\n\n\n

                                                              Security & compliance:<\/strong>
                                                              Cloud security controls, encryption, GDPR support<\/p>\n\n\n\n

                                                              Support & community:<\/strong>
                                                              Good onboarding, responsive support, growing community<\/p>\n\n\n\n

                                                              \n\n\n\n

                                                              Comparison Table<\/h2>\n\n\n\n
                                                              Tool Name<\/th>Best For<\/th>Platform(s) Supported<\/th>Standout Feature<\/th>Rating<\/th><\/tr><\/thead>
                                                              Siemens Opcenter<\/td>Large enterprises<\/td>Windows, Cloud<\/td>Deep automation integration<\/td>N\/A<\/td><\/tr>
                                                              FactoryTalk ProductionCentre<\/td>Regulated industries<\/td>Windows<\/td>Electronic batch records<\/td>N\/A<\/td><\/tr>
                                                              SAP ME\/MII<\/td>SAP-centric orgs<\/td>Windows, Cloud<\/td>ERP integration<\/td>N\/A<\/td><\/tr>
                                                              DELMIA Apriso<\/td>Global manufacturers<\/td>Windows<\/td>Multi-site control<\/td>N\/A<\/td><\/tr>
                                                              Oracle MES<\/td>Oracle ERP users<\/td>Cloud, On-prem<\/td>Cloud scalability<\/td>N\/A<\/td><\/tr>
                                                              Tulip<\/td>Agile manufacturers<\/td>Cloud<\/td>Low-code MES<\/td>N\/A<\/td><\/tr>
                                                              Ignition<\/td>Custom MES builds<\/td>Cross-platform<\/td>Unlimited licensing<\/td>N\/A<\/td><\/tr>
                                                              Plex<\/td>Cloud-first plants<\/td>Cloud<\/td>Built-in ERP + MES<\/td>N\/A<\/td><\/tr>
                                                              Critical Manufacturing<\/td>High-tech fabs<\/td>Windows<\/td>Advanced process control<\/td>N\/A<\/td><\/tr>
                                                              Prodsmart<\/td>SMBs<\/td>Cloud<\/td>Simple OEE tracking<\/td>N\/A<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                              \n\n\n\n

                                                              Evaluation & Scoring of Manufacturing Execution Systems (MES)<\/h2>\n\n\n\n
                                                              Criteria<\/th>Weight<\/th>Score (Avg)<\/th><\/tr><\/thead>
                                                              Core features<\/td>25%<\/td>High<\/td><\/tr>
                                                              Ease of use<\/td>15%<\/td>Medium\u2013High<\/td><\/tr>
                                                              Integrations & ecosystem<\/td>15%<\/td>High<\/td><\/tr>
                                                              Security & compliance<\/td>10%<\/td>High<\/td><\/tr>
                                                              Performance & reliability<\/td>10%<\/td>High<\/td><\/tr>
                                                              Support & community<\/td>10%<\/td>Medium\u2013High<\/td><\/tr>
                                                              Price \/ value<\/td>15%<\/td>Medium<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                                              \n\n\n\n

                                                              Which Manufacturing Execution Systems (MES) Tool Is Right for You?<\/h2>\n\n\n\n
                                                                \n
                                                              • Solo users \/ small shops:<\/strong> Lightweight cloud MES like Prodsmart or Tulip<\/li>\n\n\n\n
                                                              • SMBs:<\/strong> Tulip, Ignition, Plex<\/li>\n\n\n\n
                                                              • Mid-market:<\/strong> Plex, SAP ME, Oracle MES<\/li>\n\n\n\n
                                                              • Enterprise:<\/strong> Siemens Opcenter, DELMIA Apriso, FactoryTalk<\/li>\n<\/ul>\n\n\n\n

                                                                Budget-conscious:<\/strong> Ignition, Prodsmart
                                                                Premium solutions:<\/strong> Siemens, SAP, Oracle
                                                                Ease of use:<\/strong> Tulip, Prodsmart
                                                                Feature depth:<\/strong> Siemens, Rockwell, SAP
                                                                Integration needs:<\/strong> SAP ME, Oracle MES, Ignition
                                                                Security & compliance:<\/strong> FactoryTalk, Siemens, Critical Manufacturing<\/p>\n\n\n\n

                                                                \n\n\n\n

                                                                Frequently Asked Questions (FAQs)<\/h2>\n\n\n\n

                                                                1. What is an MES system?<\/strong>
                                                                An MES manages, monitors, and controls manufacturing operations in real time on the shop floor.<\/p>\n\n\n\n

                                                                2. How is MES different from ERP?<\/strong>
                                                                ERP plans production; MES executes and tracks it in real time.<\/p>\n\n\n\n

                                                                3. Is MES only for large factories?<\/strong>
                                                                No, modern cloud MES solutions also serve SMBs effectively.<\/p>\n\n\n\n

                                                                4. How long does MES implementation take?<\/strong>
                                                                From weeks (lightweight MES) to several months (enterprise MES).<\/p>\n\n\n\n

                                                                5. Does MES support Industry 4.0?<\/strong>
                                                                Yes, MES is a core pillar of Industry 4.0 and smart manufacturing.<\/p>\n\n\n\n

                                                                6. Can MES integrate with machines and PLCs?<\/strong>
                                                                Most enterprise MES platforms support machine and automation integration.<\/p>\n\n\n\n

                                                                7. Is MES secure?<\/strong>
                                                                Yes, most offer encryption, access control, and audit logging.<\/p>\n\n\n\n

                                                                8. Is cloud MES reliable?<\/strong>
                                                                Modern cloud MES platforms offer high availability and scalability.<\/p>\n\n\n\n

                                                                9. What industries use MES most?<\/strong>
                                                                Automotive, pharma, electronics, food & beverage, aerospace.<\/p>\n\n\n\n

                                                                10. What is the biggest mistake when choosing MES?<\/strong>
                                                                Overbuying complexity without aligning to actual operational needs.<\/p>\n\n\n\n

                                                                \n\n\n\n

                                                                Conclusion<\/h2>\n\n\n\n

                                                                Manufacturing Execution Systems (MES) are no longer optional\u2014they are essential tools for modern, competitive manufacturing operations<\/strong>. They provide real-time visibility, improve quality, ensure compliance, and enable data-driven decision-making on the shop floor.<\/p>\n\n\n\n

                                                                The most important factors when choosing an MES include fit with your manufacturing processes, integration capabilities, scalability, ease of use, and total cost of ownership<\/strong>. There is no single \u201cbest\u201d MES for everyone\u2014the right choice depends on your company size, industry, budget, and digital maturity<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                                Introduction Manufacturing Execution Systems (MES) are software platforms designed to bridge the gap between enterprise planning systems and the shop floor. While ERP systems focus on planning and business processes,… <\/p>\n","protected":false},"author":58,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[11138],"tags":[15525,15520,15527,15529,15519,15524,15531,15522,15528,15518,15530,15526,15523,15521],"class_list":["post-55787","post","type-post","status-publish","format-standard","hentry","category-best-tools","tag-factory-digital-transformation","tag-industrial-automation-solutions","tag-industry-4-0-solutions","tag-manufacturing-analytics-software","tag-manufacturing-execution-systems","tag-manufacturing-operations-management","tag-manufacturing-process-control","tag-mes-software","tag-production-execution-platform","tag-production-monitoring-software","tag-quality-management-in-manufacturing","tag-real-time-manufacturing-data","tag-shop-floor-management","tag-smart-manufacturing-systems"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/55787","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=55787"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/55787\/revisions"}],"predecessor-version":[{"id":55789,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/55787\/revisions\/55789"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=55787"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=55787"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=55787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}