[{"data":1,"prerenderedAt":1296},["ShallowReactive",2],{"blog-\u002Fblog\u002F2025\u002F06\u002Fdata-acquisition-for-mes":3,"featureCatalog":366,"changelog-titles":761,"blog-all-for-related":1295},{"id":4,"title":5,"authors":6,"body":8,"cta":345,"date":346,"description":347,"extension":348,"features":345,"image":349,"lastUpdated":345,"meta":350,"navigation":356,"path":357,"release":345,"seo":358,"sitemap":359,"stem":360,"subtitle":361,"tags":362,"tldr":345,"video":345,"__hash__":365},"blog\u002Fblog\u002F2025\u002F06\u002Fdata-acquisition-for-mes.md","MES Data Acquisition: How to Unlock Your Factory’s Hidden Data",[7],"sumit-shinde",{"type":9,"value":10,"toc":336},"minimark",[11,15,23,28,31,59,62,66,69,72,91,94,105,109,112,115,118,122,125,128,131,259,262,265,268,312,315,319,322,325,328],[12,13,14],"p",{},"A Manufacturing Execution System (MES) is the central control system of a factory. To work properly, it needs a steady stream of real-time data from machines and systems on the factory floor. This data is essential for running operations smoothly. But in most factories, the hardest part is getting this data to the MES.",[12,16,17,18,22],{},"This article dives into the data that fuels your MES and the complex web of sources it comes from. We'll explore the core challenge that keeps this data locked away in silos. Most importantly, we’ll show how ",[19,20,21],"strong",{},"FlowFuse"," acts as the catalyst to liberate this data, empowering you to get the right information to your MES, exactly when and where you need it most.",[24,25,27],"h2",{"id":26},"the-operational-data-your-mes-needs","The Operational Data Your MES Needs",[12,29,30],{},"For a factory's main computer system (the MES) to do its job, it needs a constant stream of information. Think of it like a control room that needs to see everything at once. This information can be grouped into four main types:",[32,33,34,41,47,53],"ul",{},[35,36,37,40],"li",{},[19,38,39],{},"Production Information:"," This tells the system how much is being made, how fast it's being made, and if any products had to be thrown out. It's the basic \"are we winning?\" data.",[35,42,43,46],{},[19,44,45],{},"Machine Information:"," This is like a live health report for your equipment. It tells the system if a machine is running or stopped, what its settings are (like temperature or speed), and how much power it's using.",[35,48,49,52],{},[19,50,51],{},"Context and Quality Information:"," This data adds the \"why.\" It tells the system who is working, why a machine stopped, and if the products being made are good enough to sell.",[35,54,55,58],{},[19,56,57],{},"Material Information:"," This tells the full story of a product. It tracks all the raw materials and parts from start to finish, so you know exactly what went into every single item.",[12,60,61],{},"Once the system gets all this information, it does more than just track numbers. It becomes the factory's control center. It gives workers step-by-step instructions on their screens, makes sure rules are followed to prevent mistakes, and lets managers see exactly what’s happening everywhere so they can fix small problems before they become big ones.",[24,63,65],{"id":64},"the-origins-of-your-operational-data","The Origins Of Your Operational Data",[12,67,68],{},"This critical operational data doesn't live in one place; it's generated across a diverse and complex digital ecosystem.",[12,70,71],{},"A vast amount comes directly from shop floor equipment, the PLCs that orchestrate your machines, the thousands of sensors measuring every variable, and the Historians that diligently archive past performance. Then you have your core business systems. The ERP provides the what and why through production orders, while Quality (QCS) and Maintenance (CMMS) systems add essential layers of inspection and machine health data.",[12,73,74,75,79,80,79,83,86,87,90],{},"Each of these sources speaks its own digital language. A single factory floor is a cacophony of ",[76,77,78],"code",{},"Modbus",", ",[76,81,82],{},"OPC UA",[76,84,85],{},"EtherNet\u002FIP",", and ",[76,88,89],{},"MQTT",", etc all running simultaneously. This mix of protocols defines the communication architecture of the operation.",[12,92,93],{},"To better understand the data involved, its sources, and the common protocols used, let's look at a detailed breakdown:",[12,95,96,102],{},[97,98],"img",{"alt":99,"dataZoomable":100,"src":101},"A table showing the four main categories of data MES need","","\u002Fblog\u002F2025\u002F06\u002Fimages\u002Findustrial-data-landscapes.png",[103,104,99],"em",{},[24,106,108],{"id":107},"why-its-so-difficult-slow-and-costly-to-access-data","Why It's So Difficult, Slow, and Costly to Access Data",[12,110,111],{},"You know what data you need and where it is. The fundamental question is: can you actually get it from your machines and deliver it to your MES?",[12,113,114],{},"This is the central struggle where real-time decisions get delayed, opportunities are lost, and innovation is stifled. Your most valuable data is trapped. Because your factory’s systems don’t speak the same digital language, data is locked away in \"silos,\" inaccessible and unusable. This isn't a technical inconvenience; it's a critical business problem.",[12,116,117],{},"Every new piece of equipment demands expensive, custom-coded integrations that are fragile and brittle. This necessitates a constant reliance on specialized programmers, driving up operational costs significantly. The result is a chaotic patchwork of inconsistent data flows, leaving you with a fragmented view of your operation instead of the unified intelligence you desperately need to make swift, informed decisions. This isn't just inefficient; it actively sabotages your agility, cripples your ability to innovate, and fundamentally undermines your competitive advantage.",[24,119,121],{"id":120},"orchestrate-your-factorys-data-flow-with-flowfuse","Orchestrate Your Factory's Data Flow with FlowFuse",[12,123,124],{},"It's frustrating to know the data is there but be unable to reach it. FlowFuse was built to solve this exact problem by acting as a data acquisition layer for your factory. It creates reliable pathways for information to get from your various machines and systems directly to your MES.",[12,126,127],{},"The power of FlowFuse lies in its foundation on the vast Node-RED ecosystem. This gives you immediate access to a library of over 5,000 pre-built connectors, or \"nodes\" ready to communicate with a massive array of industrial protocols. This eliminates the need for expensive, time-consuming custom code. The library includes robust nodes for standards like Modbus, OPC UA, and MQTT, as well as for specific controllers from Siemens, Mitsubishi, Omron, and more.",[12,129,130],{},"Following are some of the most commonly used protocol nodes:",[32,132,133,145,154,163,171,180,189,198,207,215,224,232,241,250],{},[35,134,135,138,139],{},[19,136,137],{},"Modbus:"," ",[140,141,142],"a",{"href":142,"rel":143},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-modbus",[144],"nofollow",[35,146,147,138,150],{},[19,148,149],{},"OPC UA:",[140,151,152],{"href":152,"rel":153},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-opcua",[144],[35,155,156,138,159],{},[19,157,158],{},"OPC DA:",[140,160,161],{"href":161,"rel":162},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-opc-da",[144],[35,164,165,138,168],{},[19,166,167],{},"MQTT:",[140,169,170],{"href":170},"\u002Fnode-red\u002Fcore-nodes\u002Fmqtt-in\u002F",[35,172,173,138,176],{},[19,174,175],{},"Ethernet\u002FIP:",[140,177,178],{"href":178,"rel":179},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-ethernet-ip",[144],[35,181,182,138,185],{},[19,183,184],{},"Siemens S7:",[140,186,187],{"href":187,"rel":188},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-s7comm",[144],[35,190,191,138,194],{},[19,192,193],{},"MITSUBISHI MC:",[140,195,196],{"href":196,"rel":197},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-mcprotocol",[144],[35,199,200,138,203],{},[19,201,202],{},"OMRON FINS:",[140,204,205],{"href":205,"rel":206},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-omron-fins",[144],[35,208,209,138,212],{},[19,210,211],{},"HTTP:",[140,213,214],{"href":214},"\u002Fnode-red\u002Fcore-nodes\u002Fhttp-in\u002F",[35,216,217,138,220],{},[19,218,219],{},"LwM2M:",[140,221,222],{"href":222,"rel":223},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-lwm2m",[144],[35,225,226,138,229],{},[19,227,228],{},"AMQP:",[140,230,231],{"href":231},"\u002Fnode-red\u002Fprotocol\u002Famqp\u002F",[35,233,234,138,237],{},[19,235,236],{},"Serialport:",[140,238,239],{"href":239,"rel":240},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-node-serialport",[144],[35,242,243,138,246],{},[19,244,245],{},"GPIO:",[140,247,248],{"href":248,"rel":249},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-gpio",[144],[35,251,252,138,255],{},[19,253,254],{},"Lorawan:",[140,256,257],{"href":257,"rel":258},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-lorawan",[144],[12,260,261],{},"This extensive library allows you to reliably acquire data from various assets using a simple drag-and-drop approach, bringing your factory's siloed data into a cohesive and manageable flow.",[12,263,264],{},"In addition to protocol connectors, there are also powerful database nodes available to integrate with systems such as InfluxDB, TimescaleDB, PostgreSQL, Microsoft SQL Server, and more, making it easy to store, query, and analyze your factory data.",[12,266,267],{},"So, With FlowFuse, you can:",[32,269,270,276,282,288,294,300,306],{},[35,271,272,275],{},[19,273,274],{},"Deploy intelligent agents"," directly to the edge, all managed from a central platform remotely.",[35,277,278,281],{},[19,279,280],{},"Connect to any industrial asset"," (PLCs, sensors, SCADA) using ready-made nodes.",[35,283,284,287],{},[19,285,286],{},"Transform raw data"," with visual logic, so it’s perfectly structured for your MES.",[35,289,290,293],{},[19,291,292],{},"Build custom operator dashboards"," with pre-built UI widgets to visualize and act on data.",[35,295,296,299],{},[19,297,298],{},"Automate data flows"," based on schedules, machine events, or production states.",[35,301,302,305],{},[19,303,304],{},"Secure the entire process"," with enterprise-grade features like multi-user authentication and role-based access control.",[35,307,308,311],{},[19,309,310],{},"Scale seamlessly"," from a single line to your entire enterprise.",[12,313,314],{},"This isn't just about solving a technical challenge. It’s about driving business outcomes. When you can finally see your entire operation in one clear picture, your production lines run more efficiently. You'll see tangible savings as you reduce waste and catch errors before they become costly. When you are known for exceptional quality and effortless compliance, you win. You can turn the messy, trapped data that has been holding you back into the very asset that pushes you ahead of the competition.",[24,316,318],{"id":317},"your-next-step-towards-operational-excellence","Your Next Step Towards Operational Excellence",[12,320,321],{},"Bridging the gap between your factory floor and your MES is a huge task. The sheer diversity of machines, systems, and protocols can seem impossible to overcome. But it doesn’t have to be a barrier to innovation.",[12,323,324],{},"This is precisely where FlowFuse shines. It acts as the universal translator, bringing all your systems together regardless of the language they speak. With thousands of ready-to-use connectors and an intuitive low-code interface, FlowFuse empowers you to get your data flowing exactly where it needs to go.",[12,326,327],{},"Once that live data starts moving, your MES becomes exponentially more powerful, helping you spot problems faster, plan smarter, and run your operations with confidence.",[12,329,330,331,335],{},"Want to see it in action? ",[140,332,334],{"href":333},"\u002Fbook-demo\u002F","Book a live demo"," and watch FlowFuse unlock your factory data, no custom code required.",{"title":100,"searchDepth":337,"depth":337,"links":338},4,[339,341,342,343,344],{"id":26,"depth":340,"text":27},2,{"id":64,"depth":340,"text":65},{"id":107,"depth":340,"text":108},{"id":120,"depth":340,"text":121},{"id":317,"depth":340,"text":318},null,"2025-06-13","Learn how to effectively acquire and integrate operational data from your factory floor for MES using FlowFuse.","md","\u002Fblog\u002F2025\u002F06\u002Fimages\u002Fmes-data-aqusition.png",{"keywords":351,"excerpt":352},"MES, Data Acquisition, Operational Technology, Industrial IoT, FlowFuse, Factory Data, Real-time Data, PLCs, SCADA, OPC UA, Modbus, MQTT",{"type":9,"value":353},[354],[12,355,14],{},true,"\u002Fblog\u002F2025\u002F06\u002Fdata-acquisition-for-mes",{"title":5,"description":347},{"loc":357},"blog\u002F2025\u002F06\u002Fdata-acquisition-for-mes","Breaking Down Data Silos to Empower Your MES",[363,364],"flowfuse","mes","YevAMNISJAOQtmWySPhDS5zliSVWhRULdcIzClnehDc",{"id":367,"extension":368,"meta":369,"sections":370,"stem":759,"__hash__":760},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[371,422,523,585,662,741],{"id":372,"title":373,"features":374},"ai-automation","AI & Automation",[375,385,395,405,411,417],{"id":376,"title":377,"description":378,"docsLink":379,"changelog":380,"tiers":384},"flowfuse-expert-ai","FlowFuse Expert AI","Build industrial apps with agents, and query the state of the factory with an agent. Adapt your current hardware and machines so agentic work can be done against them, without ripping and replacing what's already on the plant floor.","\u002Fdocs\u002Fuser\u002Fexpert\u002F",[381],{"url":382,"release":383},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":356,"hub":356,"fleet":356},{"id":386,"title":387,"description":388,"docsLink":389,"changelog":390,"subfeature":356,"showOnPricing":393,"tiers":394},"flowfuse-expert-support-mode","Support Mode","Chat-based assistance for FlowFuse and Node-RED, including Node-RED instance management through natural language.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#support-mode",[391],{"url":392,"release":383},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":356,"hub":356,"fleet":356},{"id":396,"title":397,"description":398,"docsLink":399,"changelog":400,"subfeature":356,"showOnPricing":393,"tiers":404},"flowfuse-expert-application-building","Application Building","Describe what you want to build and FlowFuse Expert assembles it on your workspace, adding tabs, wiring nodes, and configuring properties.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F",[401],{"url":402,"release":403},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":356,"hub":356,"fleet":356},{"id":406,"title":407,"description":408,"docsLink":409,"subfeature":356,"beta":356,"showOnPricing":393,"tiers":410},"flowfuse-expert-insights-mode","Insights Mode","Connects FlowFuse Expert to MCP servers in your Node-RED instances, enabling real-time data queries and actions through a single chat interface.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#insights-mode",{"edge":356,"hub":356,"fleet":356},{"id":412,"title":413,"description":414,"docsLink":415,"tiers":416},"mcp-servers","Agentic Operations","Expose your Node-RED flows as tools an AI agent can call directly, so agents can query the state of the factory or trigger actions without custom integration work.","\u002Fnode-red\u002Fflowfuse\u002Fmcp\u002F",{"edge":356,"hub":356,"fleet":356},{"id":418,"title":419,"description":420,"tiers":421},"onnx-integration","ONNX Integration","Run trained machine learning models directly in your flows, including on edge hardware, without sending data out to an external inference service.",{"edge":356,"hub":356,"fleet":356},{"id":423,"title":424,"features":425},"build","Build",[426,432,438,448,454,460,464,470,476,484,490,494,498,507,515],{"id":427,"title":428,"description":429,"docsLink":430,"tiers":431},"edge-development","Edge Development","Develop and test Node-RED flows directly on edge devices with a remote editor proxy.","\u002Fdocs\u002Fdevice-agent\u002Fquickstart\u002F",{"edge":356,"hub":393,"fleet":356},{"id":433,"title":434,"description":435,"docsLink":436,"tiers":437},"private-npm-registry","Custom Node-RED Nodes","Create and manage your own private npm registry for Node-RED nodes, so you can share custom nodes across your team and devices without publishing them publicly.","\u002Fdocs\u002Fuser\u002Fcustom-npm-packages\u002F",{"edge":356,"hub":356,"fleet":356},{"id":439,"title":440,"description":441,"docsLink":442,"changelog":443,"tiers":447},"flowfuse-tables","FlowFuse Tables","A managed PostgreSQL database for every application, so you can store and query structured data without standing up and maintaining your own database.","\u002Fdocs\u002Fuser\u002Fff-tables\u002F",[444],{"url":445,"release":446},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":356,"hub":356,"fleet":356},{"id":449,"title":450,"description":451,"docsLink":452,"tiers":453},"persistent-files","File Storage","Store and retrieve files from your Node-RED flows, with automatic replication and backup across your devices and hosted instances.","\u002Fdocs\u002Finstall\u002Ffile-storage\u002F",{"edge":356,"hub":356,"fleet":356},{"id":455,"title":456,"description":457,"docsLink":458,"showOnPricing":393,"tiers":459},"persistent-context","Persistent Context","In-memory values defined in a Node-RED flow persist across project restarts and upgrades.","\u002Fdocs\u002Fuser\u002Fpersistent-context\u002F",{"edge":356,"hub":356,"fleet":356},{"id":461,"title":462,"showOnPricing":393,"tiers":463},"static-assets","Static Assets",{"edge":356,"hub":356,"fleet":356},{"id":465,"title":466,"description":467,"docsLink":468,"tiers":469},"team-library","Team Library","Set up standard nodes and flows that can be shared with all team members across your organisation.","\u002Fdocs\u002Fuser\u002Fshared-library\u002F",{"edge":356,"hub":356,"fleet":356},{"id":471,"title":472,"description":473,"docsLink":474,"tiers":475},"personalised-multi-user-dashboards","Personalised Multi-User Dashboards","Build applications that provide unique data to each logged-in user using personalised multi-user dashboards.","https:\u002F\u002Fdashboard.flowfuse.com\u002Fuser\u002Fmulti-tenancy.html",{"edge":356,"hub":356,"fleet":356},{"id":477,"title":478,"description":479,"changelog":480,"subfeature":356,"showOnPricing":393,"tiers":483},"dashboards-view","Dashboards View","Browse and open every dashboard across your team from a dedicated Dashboards view, at both team and application level, without leaving FlowFuse.",[481],{"url":482,"release":446},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":356,"hub":356,"fleet":356},{"id":485,"title":486,"description":487,"docsLink":488,"tiers":489},"blueprints-converge","Blueprints","Ready-made starting points for your apps, from cross-team Converge templates to OT and IT specific blueprints.","\u002Fdocs\u002Fuser\u002Fconcepts\u002F#blueprint",{"edge":356,"hub":356,"fleet":356},{"id":491,"title":492,"subfeature":356,"showOnPricing":393,"tiers":493},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":356,"hub":393,"fleet":356},{"id":495,"title":496,"subfeature":356,"showOnPricing":393,"tiers":497},"blueprints-it-apps","Blueprints - IT APPS",{"edge":393,"hub":356,"fleet":393},{"id":499,"title":500,"description":501,"changelog":502,"showOnPricing":393,"tiers":506},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[503],{"url":504,"release":505},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":356,"hub":356,"fleet":356},{"id":508,"title":509,"description":510,"changelog":511,"showOnPricing":393,"tiers":514},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[512],{"url":513,"release":403},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":356,"hub":356,"fleet":356},{"id":516,"title":517,"description":518,"changelog":519,"showOnPricing":393,"tiers":522},"embedded-editor-tab-title","Embedded Editor Browser Tab Title","The browser tab title updates to reflect the active Node-RED canvas tab when working in the embedded editor.",[520],{"url":521,"release":505},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":356,"hub":356,"fleet":356},{"id":524,"title":525,"features":526},"deploy","Deploy",[527,533,542,548,554,560,566,572,577],{"id":528,"title":529,"description":530,"docsLink":531,"tiers":532},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":356,"hub":356,"fleet":356},{"id":534,"title":535,"description":536,"docsLink":537,"changelog":538,"tiers":541},"edge-devices","Edge Instances","Deploy and mange your Node-RED instances on edge PLCs and gateways, with full visibility and control from the cloud.","\u002Fdocs\u002Fdevice-agent\u002Fintroduction\u002F",[539],{"url":540,"release":383},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":356,"hub":393,"fleet":356},{"id":543,"title":544,"description":545,"docsLink":546,"tiers":547},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":393,"hub":356,"fleet":393},{"id":549,"title":550,"description":551,"docsLink":552,"tiers":553},"mqtt-broker","MQTT Broker","Manage and create MQTT clients to transport data for efficient messaging and communication within your applications.","\u002Fdocs\u002Fuser\u002Fteambroker\u002F",{"edge":356,"hub":393,"fleet":356},{"id":555,"title":556,"description":557,"docsLink":558,"showOnPricing":393,"tiers":559},"project-nodes","Project Nodes aka seamless project comms","FlowFuse Project Nodes enable the passing of data and messages between your Node-RED projects.","\u002Fdocs\u002Fuser\u002Fprojectnodes\u002F",{"edge":356,"hub":356,"fleet":356},{"id":561,"title":562,"description":563,"docsLink":564,"tiers":565},"devops-pipelines","DevOps Pipelines","Set up different environments for development, testing, and production Node-RED instances to support a full software delivery lifecycle.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F",{"edge":356,"hub":356,"fleet":356},{"id":567,"title":568,"description":569,"docsLink":570,"tiers":571},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. Supports GitHub and Azure DevOps repositories.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F#git-repository-stage",{"edge":393,"hub":356,"fleet":393},{"id":573,"title":574,"description":575,"docsLink":570,"subfeature":356,"showOnPricing":393,"tiers":576},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":393,"hub":356,"fleet":393},{"id":578,"title":579,"description":580,"docsLink":570,"changelog":581,"subfeature":356,"showOnPricing":393,"tiers":584},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[582],{"url":583,"release":505},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":393,"hub":356,"fleet":393},{"id":586,"title":587,"features":588},"operate-maintain","Operate & Maintain",[589,595,601,606,614,618,622,627,633,639,644,650,654,658],{"id":590,"title":591,"description":592,"docsLink":593,"tiers":594},"snapshots","Snapshots & Version History","Automatic snapshots on remote devices and hosted instances, plus a full version history timeline so you can roll back to any prior state.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F",{"edge":356,"hub":356,"fleet":356},{"id":596,"title":597,"description":598,"docsLink":599,"subfeature":356,"showOnPricing":393,"tiers":600},"auto-snapshot-remote","Auto Snapshot (Remote)","Automatically capture a snapshot every time a remote instance is deployed, so you always have a recoverable history of what was running on each device.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F#auto-snapshots",{"edge":356,"hub":356,"fleet":356},{"id":602,"title":603,"description":604,"docsLink":599,"subfeature":356,"showOnPricing":393,"tiers":605},"auto-snapshot-hosted","Auto Snapshot (Hosted)","Automatically capture a snapshot every time a hosted instance is deployed, so you always have a recoverable history of what was running.",{"edge":356,"hub":356,"fleet":356},{"id":607,"title":608,"description":609,"changelog":610,"subfeature":356,"showOnPricing":393,"tiers":613},"snapshot-comparison","Snapshot Comparison","Compare two snapshots side-by-side with a navigable diff view. 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teams.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F#application-level-rbac",{"edge":356,"hub":356,"fleet":356},{"id":711,"title":712,"description":713,"changelog":714,"subfeature":356,"showOnPricing":393,"tiers":717},"scoped-personal-access-tokens","Scoped Personal Access Tokens","Restrict a Personal Access Token to specific teams, limit it to read-only operations, or control whether it carries admin privileges.",[715],{"url":716,"release":446},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":356,"hub":356,"fleet":356},{"id":719,"title":720,"description":721,"docsLink":722,"showOnPricing":393,"tiers":723},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":356,"hub":356,"fleet":356},{"id":725,"title":726,"description":727,"docsLink":728,"showOnPricing":393,"tiers":729},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED 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Node Support",{"path":766,"title":767},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":769,"title":770},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":772,"title":773},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":775,"title":776},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":778,"title":486},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":780,"title":781},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":783,"title":784},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":786,"title":787},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":789,"title":790},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":792,"title":677},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":794,"title":795},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":797,"title":798},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":800,"title":801},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":803,"title":804},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":806,"title":807},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":809,"title":810},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":812,"title":813},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log Events",{"path":815,"title":816},"\u002Fchangelog\u002F2023\u002F12\u002Fnode-red-updated","Node-RED 3.1.3 now available",{"path":818,"title":819},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-audit-log","Introducing the Device Auditlog Feature",{"path":821,"title":822},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-groups-snapshot","Device Groups - Automatic snapshot assignment",{"path":824,"title":825},"\u002Fchangelog\u002F2024\u002F01\u002Ffleet-mode","Renaming \"Default Device Mode\" to \"Fleet Mode\"",{"path":827,"title":828},"\u002Fchangelog\u002F2024\u002F01\u002Fhelm-v2","Helm Chart v2.0",{"path":830,"title":831},"\u002Fchangelog\u002F2024\u002F01\u002Fnew-blueprints","New Blueprints added",{"path":833,"title":834},"\u002Fchangelog\u002F2024\u002F01\u002Fsecurity-updates","Security Updates",{"path":836,"title":837},"\u002Fchangelog\u002F2024\u002F01\u002Fsso-team-membership","Managing Team Membership via SSO",{"path":839,"title":840},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":842,"title":843},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":845,"title":846},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":848,"title":849},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":851,"title":852},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":854,"title":855},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":857,"title":858},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":860,"title":861},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":863,"title":864},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":866,"title":867},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":869,"title":870},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":872,"title":873},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":875,"title":876},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":878,"title":879},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":881,"title":882},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":884,"title":885},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public 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proxy",{"path":910,"title":911},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":913,"title":914},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":916,"title":917},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":919,"title":920},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":922,"title":923},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":925,"title":926},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":928,"title":926},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":930,"title":931},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":933,"title":934},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse 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RBACs",{"path":1210,"title":1211},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-security","FlowFuse Expert: MCP-Powered Insights",{"path":1213,"title":1214},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options","Set Node.js Options for Remote Instances",{"path":1216,"title":1217},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context","FlowFuse Expert: Helping you make sense of your debug log",{"path":1219,"title":1220},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner","FlowFuse Expert: Never Miss an Update",{"path":1222,"title":1223},"\u002Fchangelog\u002F2026\u002F02\u002Fha-instance-rolling-restart","HA Hosted Instance Rolling Restart",{"path":1225,"title":1226},"\u002Fchangelog\u002F2026\u002F02\u002Fremote-instances-immersive-editor","Immersive Mode for Remote Instances",{"path":1228,"title":1229},"\u002Fchangelog\u002F2026\u002F02\u002Frestoring-snapshots-to-remote-instances","Restoring snapshots to developer-mode Remote 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