[{"data":1,"prerenderedAt":1276},["ShallowReactive",2],{"docs-\u002Fdocs\u002Fapplication-guide\u002Fdata-plane\u002F":3,"featureCatalog":326,"docs-nav":730},{"id":4,"title":5,"body":6,"description":19,"editUrl":315,"extension":316,"layout":317,"meta":318,"navGroup":317,"navGroupOrder":317,"navOrder":319,"navTitle":5,"navigation":320,"originalPath":317,"path":321,"redirect":317,"seo":322,"stem":323,"updated":324,"version":317,"__hash__":325},"docs\u002Fdocs\u002Fapplication-guide\u002Fdata-plane.md","Data plane",{"type":7,"value":8,"toc":311},"minimark",[9,13,20,23,296],[10,11,5],"h1",{"id":12},"data-plane",[14,15,16],"p",{},[17,18,19],"strong",{},"Data plane — start here",[14,21,22],{},"Before you pick where things run, decide how data is handled. Two stores come built into every FlowFuse server install — the Team Broker and relational Tables — exposed to every instance with nothing extra to stand up. Everything else you bring your own: run it (a time-series DB, an existing database, a model) and expose it to the fleet over Project Link, no inbound ports. This is the data plane the architectures on the next pages all sit on.",[24,25,26,104,167,236],"guide-tabs",{},[27,28,30,36,43,46,52,58,63,91,96],"guide-tab",{"label":29},"Relational",[14,31,32,35],{},[17,33,34],{},"Built in"," — ships with every FlowFuse server install; exposed to every instance.",[37,38],"flow-diagram",{":edges":39,":groups":40,":legend":41,":nodes":42},"[{\"from\":\"instances\",\"to\":\"tables\",\"label\":\"query & update\",\"accent\":\"slate\"}]","[{\"label\":\"Built into every FlowFuse server install\",\"accent\":\"green\",\"nodes\":[\"tables\"]}]","[{\"line\":\"slate\",\"label\":\"Authenticated · every instance reaches it\"}]","[{\"id\":\"instances\",\"label\":\"Instances\",\"sub\":\"App A · B · C\",\"accent\":\"indigo\",\"many\":true},{\"id\":\"tables\",\"label\":\"FlowFuse Tables\",\"sub\":\"relational\",\"accent\":\"green\"}]",[14,44,45],{},"A place for records that relate to each other — assets, config, users, orders — that you look up, join and update in place. It's FlowFuse Tables, built into every FlowFuse server install and exposed to every instance on the team.",[14,47,48,51],{},[17,49,50],{},"Use it when"," — The data has structure and relationships, and apps across the team should read and write the same store.",[14,53,54,57],{},[17,55,56],{},"How it works"," — FlowFuse Tables (managed PostgreSQL) via the Query node; because it ships with the server, any instance on the team reaches it natively over an authenticated connection.",[14,59,60],{},[17,61,62],{},"In FlowFuse",[64,65,66,73,79,85],"ul",{},[67,68,69,72],"li",{},[17,70,71],{},"FlowFuse Tables"," — managed PostgreSQL, built into every FlowFuse install",[67,74,75,78],{},[17,76,77],{},"Query node"," — read, join and update from any instance",[67,80,81,84],{},[17,82,83],{},"Exposed to the whole team automatically"," — nothing to stand up",[67,86,87,90],{},[17,88,89],{},"Also any external Postgres"," — same node",[14,92,93],{},[17,94,95],{},"Good to know",[64,97,98],{},[67,99,100,103],{},[17,101,102],{},"Watch out"," — not for high-rate timestamped streams; use the time-series target for those.",[27,105,107,112,119,122,127,132,136,156,160],{"label":106},"Broker \u002F UNS",[14,108,109,111],{},[17,110,34],{}," — ships with every FlowFuse server install; publish once, many subscribe.",[113,114],"arch-diagram",{":edges":115,":groups":116,":legend":117,":nodes":118},"[{\"from\":\"pub\",\"to\":\"broker\",\"label\":\"publish\",\"accent\":\"teal\",\"dashed\":true},{\"from\":\"broker\",\"to\":\"dashboard\",\"label\":\"subscribe\",\"accent\":\"teal\",\"dashed\":true},{\"from\":\"broker\",\"to\":\"historian\",\"accent\":\"teal\",\"dashed\":true},{\"from\":\"broker\",\"to\":\"other\",\"accent\":\"teal\",\"dashed\":true}]","[{\"label\":\"Built into every FlowFuse install\",\"accent\":\"teal\",\"nodes\":[\"broker\"]}]","[{\"line\":\"teal\",\"dashed\":true,\"label\":\"MQTT · publish once, many subscribe\"}]","[{\"id\":\"dashboard\",\"label\":\"Dashboard\",\"sub\":\"subscribes\",\"accent\":\"blue\",\"col\":1,\"row\":1},{\"id\":\"historian\",\"label\":\"Historian\",\"sub\":\"subscribes\",\"accent\":\"green\",\"col\":2,\"row\":1},{\"id\":\"other\",\"label\":\"Other app\",\"sub\":\"subscribes\",\"accent\":\"slate\",\"col\":3,\"row\":1},{\"id\":\"broker\",\"label\":\"Team Broker\",\"sub\":\"built in · UNS\",\"accent\":\"teal\",\"col\":2,\"row\":2},{\"id\":\"pub\",\"label\":\"Instance\",\"sub\":\"publishes\",\"accent\":\"indigo\",\"col\":2,\"row\":3}]",[14,120,121],{},"A real-time bus, not storage: one instance publishes to a topic, any number subscribe. It's the Team Broker, built into every FlowFuse server install — the backbone of a Unified Namespace.",[14,123,124,126],{},[17,125,50],{}," — Live data needs to reach many consumers at once, decoupled, as it happens.",[14,128,129,131],{},[17,130,56],{}," — The built-in Team Broker with publish \u002F subscribe nodes; because it ships with the server, every instance on the team can publish and subscribe over MQTT. Pair with Tables when you also need to keep history.",[14,133,134],{},[17,135,62],{},[64,137,138,144,147,153],{},[67,139,140,143],{},[17,141,142],{},"Team Broker"," — built into every FlowFuse install, no separate product to stand up",[67,145,146],{},"publish \u002F subscribe nodes",[67,148,149,152],{},[17,150,151],{},"Topic structure"," — your Unified Namespace",[67,154,155],{},"Exposed to the whole team; pair with Tables for history",[14,157,158],{},[17,159,95],{},[64,161,162],{},[67,163,164,166],{},[17,165,102],{}," — it carries data, it doesn't store it; write to Tables too if you need history.",[27,168,170,176,182,185,190,195,199,225,229],{"label":169},"Time-series",[14,171,172,175],{},[17,173,174],{},"Bring your own"," — external today; FlowFuse has no built-in time-series DB.",[37,177],{":edges":178,":groups":179,":legend":180,":nodes":181},"[{\"from\":\"db\",\"to\":\"hosted\",\"label\":\"Postgres wire\",\"accent\":\"slate\"},{\"from\":\"hosted\",\"to\":\"fleet\",\"label\":\"Project Link\",\"accent\":\"red\",\"dashed\":true}]","[{\"label\":\"External · where the readings live\",\"accent\":\"slate\",\"nodes\":[\"db\"]}]","[{\"line\":\"slate\",\"label\":\"Postgres wire\"},{\"line\":\"red\",\"dashed\":true,\"label\":\"Project Link · target is a Hosted Instance\"}]","[{\"id\":\"db\",\"label\":\"Time-series DB\",\"sub\":\"Timescale \u002F QuestDB\",\"accent\":\"slate\"},{\"id\":\"hosted\",\"label\":\"Hosted Instance\",\"sub\":\"connects & fronts it\",\"accent\":\"indigo\"},{\"id\":\"fleet\",\"label\":\"Instances\",\"sub\":\"query by time\",\"accent\":\"slate\",\"many\":true}]",[14,183,184],{},"A store built for a steady stream of timestamped readings — sensor data, telemetry, trends — written fast and queried by time. FlowFuse has no built-in time-series database, so you run one and expose it to the fleet.",[14,186,187,189],{},[17,188,50],{}," — The data is a continuous stream of timestamped values, written at high rate and queried by time window.",[14,191,192,194],{},[17,193,56],{}," — Run TimescaleDB, QuestDB or InfluxDB where you want. A Hosted Instance connects to it — Timescale and Quest speak the Postgres wire, so the Query node connects exactly like Tables; InfluxDB connects through its own nodes — and fronts it; other instances reach it over Project Link, which always calls a Hosted Instance, with no inbound ports.",[14,196,197],{},[17,198,62],{},[64,200,201,207,213,219],{},[67,202,203,206],{},[17,204,205],{},"External"," — FlowFuse has no built-in time-series DB today",[67,208,209,212],{},[17,210,211],{},"TimescaleDB \u002F QuestDB"," — speak the Postgres wire; Query node connects like Tables",[67,214,215,218],{},[17,216,217],{},"Hosted Instance"," — connects to it and fronts it for the fleet",[67,220,221,224],{},[17,222,223],{},"Project Link"," — reaches it with no inbound ports (targets a Hosted Instance)",[14,226,227],{},[17,228,95],{},[64,230,231],{},[67,232,233,235],{},[17,234,102],{}," — not part of FlowFuse; you run and expose it. Pair with the Team Broker for live + history.",[27,237,238,243,249,252,257,262,266,284,288],{"label":174},[14,239,240,242],{},[17,241,174],{}," — expose any other store or service to the fleet over Project Link.",[37,244],{":edges":245,":groups":246,":legend":247,":nodes":248},"[{\"from\":\"store\",\"to\":\"hosted\",\"label\":\"connects\",\"accent\":\"slate\"},{\"from\":\"hosted\",\"to\":\"fleet\",\"label\":\"Project Link\",\"accent\":\"red\",\"dashed\":true}]","[{\"label\":\"Wherever it lives · you run it\",\"accent\":\"slate\",\"nodes\":[\"store\"]}]","[{\"line\":\"slate\",\"label\":\"connects\"},{\"line\":\"red\",\"dashed\":true,\"label\":\"Project Link · target is a Hosted Instance\"}]","[{\"id\":\"store\",\"label\":\"Your store \u002F service\",\"sub\":\"SQL · ML · gateway\",\"accent\":\"slate\"},{\"id\":\"hosted\",\"label\":\"Hosted Instance\",\"sub\":\"connects & fronts it\",\"accent\":\"indigo\"},{\"id\":\"fleet\",\"label\":\"Instances\",\"sub\":\"queries it\",\"accent\":\"slate\",\"many\":true}]",[14,250,251],{},"Any other store or service FlowFuse doesn't provide — an existing SQL database, an ML model, a site gateway. You run it where it already lives and expose it to the fleet of managed instances over Project Link, with no inbound ports.",[14,253,254,256],{},[17,255,50],{}," — You need to reach a store or service that isn't built in and isn't a time-series DB — an existing database, a model, a gateway.",[14,258,259,261],{},[17,260,56],{}," — A Hosted Instance connects to the store or service and fronts it; other instances reach it over Project Link — which always targets a Hosted Instance — as a secure API \u002F MCP endpoint, with no inbound ports and no copy into a warehouse.",[14,263,264],{},[17,265,62],{},[64,267,268,273,278,281],{},[67,269,270,272],{},[17,271,217],{}," — connects to the store \u002F service and fronts it",[67,274,275,277],{},[17,276,223],{}," — calls a Hosted Instance (only Hosted Instances are callable targets)",[67,279,280],{},"Any SQL database, ML model or gateway",[67,282,283],{},"Exposed as a secure API \u002F MCP endpoint, no inbound ports",[14,285,286],{},[17,287,95],{},[64,289,290],{},[67,291,292,295],{},[17,293,294],{},"Good for"," — keeping data and services where they already live and exposing them securely to the fleet. FlowFuse doesn't care what the target is.",[297,298,300],"callout",{"icon":299},"i-lucide-git-branch",[14,301,302,305,306],{},[17,303,304],{},"Single service?"," Calling one external endpoint from a flow — an HTTP request or webhook to one system — is a Node-RED decision, not a platform data target. ",[307,308,310],"a",{"href":309},"\u002Fdocs\u002Fnode-red-guide\u002Fpatterns\u002Fhandling-data\u002F","Node-RED guide →",{"title":312,"searchDepth":313,"depth":313,"links":314},"",4,[],"https:\u002F\u002Fgithub.com\u002FFlowFuse\u002Fwebsite\u002Fedit\u002Fmain\u002Fnuxt\u002Fcontent-guides\u002Fapplication-guide\u002Fdata-plane.md","md",null,{},3,true,"\u002Fdocs\u002Fapplication-guide\u002Fdata-plane",{"title":5,"description":19},"docs\u002Fapplication-guide\u002Fdata-plane","2026-09-03 18:30:59 +0200","SYz41O0GAhr_JBhmPfn1nHxYAoySDLrBtzh6c-mkWF0",{"id":327,"extension":328,"meta":329,"sections":330,"stem":728,"__hash__":729},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[331,392,492,554,631,710],{"id":332,"title":333,"features":334},"ai-automation","AI & Automation",[335,345,355,365,371,381,387],{"id":336,"title":337,"description":338,"docsLink":339,"changelog":340,"tiers":344},"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",[341],{"url":342,"release":343},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":320,"hub":320,"fleet":320},{"id":346,"title":347,"description":348,"docsLink":349,"changelog":350,"subfeature":320,"showOnPricing":353,"tiers":354},"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",[351],{"url":352,"release":343},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":320,"hub":320,"fleet":320},{"id":356,"title":357,"description":358,"docsLink":359,"changelog":360,"subfeature":320,"showOnPricing":353,"tiers":364},"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",[361],{"url":362,"release":363},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":320,"hub":320,"fleet":320},{"id":366,"title":367,"description":368,"docsLink":369,"subfeature":320,"beta":320,"showOnPricing":353,"tiers":370},"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":320,"hub":320,"fleet":320},{"id":372,"title":373,"description":374,"docsLink":375,"changelog":376,"tiers":380},"third-party-agents","Connect Your Own AI Agent","Point the AI agent your company already uses at FlowFuse, so it can query your teams and instances and build Node-RED applications, with you deciding which teams it reaches and whether it can make changes.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fthird-party-agents\u002F",[377],{"url":378,"release":379},"\u002Fchangelog\u002F2026\u002F08\u002Fconnect-your-own-ai-agent\u002F","3.0",{"edge":320,"hub":320,"fleet":320},{"id":382,"title":383,"description":384,"docsLink":385,"tiers":386},"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":320,"hub":320,"fleet":320},{"id":388,"title":389,"description":390,"tiers":391},"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":320,"hub":320,"fleet":320},{"id":393,"title":394,"features":395},"build","Build",[396,402,408,417,423,429,433,439,445,453,459,463,467,476,484],{"id":397,"title":398,"description":399,"docsLink":400,"tiers":401},"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":320,"hub":353,"fleet":320},{"id":403,"title":404,"description":405,"docsLink":406,"tiers":407},"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":320,"hub":320,"fleet":320},{"id":409,"title":71,"description":410,"docsLink":411,"changelog":412,"tiers":416},"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",[413],{"url":414,"release":415},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":320,"hub":320,"fleet":320},{"id":418,"title":419,"description":420,"docsLink":421,"tiers":422},"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":320,"hub":320,"fleet":320},{"id":424,"title":425,"description":426,"docsLink":427,"showOnPricing":353,"tiers":428},"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":320,"hub":320,"fleet":320},{"id":430,"title":431,"showOnPricing":353,"tiers":432},"static-assets","Static Assets",{"edge":320,"hub":320,"fleet":320},{"id":434,"title":435,"description":436,"docsLink":437,"tiers":438},"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":320,"hub":320,"fleet":320},{"id":440,"title":441,"description":442,"docsLink":443,"tiers":444},"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":320,"hub":320,"fleet":320},{"id":446,"title":447,"description":448,"changelog":449,"subfeature":320,"showOnPricing":353,"tiers":452},"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.",[450],{"url":451,"release":415},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":320,"hub":320,"fleet":320},{"id":454,"title":455,"description":456,"docsLink":457,"tiers":458},"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":320,"hub":320,"fleet":320},{"id":460,"title":461,"subfeature":320,"showOnPricing":353,"tiers":462},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":320,"hub":353,"fleet":320},{"id":464,"title":465,"subfeature":320,"showOnPricing":353,"tiers":466},"blueprints-it-apps","Blueprints - IT APPS",{"edge":353,"hub":320,"fleet":353},{"id":468,"title":469,"description":470,"changelog":471,"showOnPricing":353,"tiers":475},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[472],{"url":473,"release":474},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":320,"hub":320,"fleet":320},{"id":477,"title":478,"description":479,"changelog":480,"showOnPricing":353,"tiers":483},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[481],{"url":482,"release":363},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":320,"hub":320,"fleet":320},{"id":485,"title":486,"description":487,"changelog":488,"showOnPricing":353,"tiers":491},"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.",[489],{"url":490,"release":474},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":320,"hub":320,"fleet":320},{"id":493,"title":494,"features":495},"deploy","Deploy",[496,502,511,517,523,529,535,541,546],{"id":497,"title":498,"description":499,"docsLink":500,"tiers":501},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":320,"hub":320,"fleet":320},{"id":503,"title":504,"description":505,"docsLink":506,"changelog":507,"tiers":510},"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",[508],{"url":509,"release":343},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":320,"hub":353,"fleet":320},{"id":512,"title":513,"description":514,"docsLink":515,"tiers":516},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":353,"hub":320,"fleet":353},{"id":518,"title":519,"description":520,"docsLink":521,"tiers":522},"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":320,"hub":353,"fleet":320},{"id":524,"title":525,"description":526,"docsLink":527,"showOnPricing":353,"tiers":528},"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":320,"hub":320,"fleet":320},{"id":530,"title":531,"description":532,"docsLink":533,"tiers":534},"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":320,"hub":320,"fleet":320},{"id":536,"title":537,"description":538,"docsLink":539,"tiers":540},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. 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