Datasinks and Live Dashboards
End a workflow with a datasink node and its output flows into a live dashboard that refreshes on a schedule.
These images are illustrations of the concept, not screenshots of the actual product.
Overview
Datasinks turn a FluidGrids workflow into the data pipeline behind a dashboard. Instead of exporting spreadsheets or maintaining a separate ETL job, the last step of a workflow pushes its result to a named datasink in BigConsole, and any dashboard that reads from that key refreshes as new output arrives.
The concept addresses a familiar gap. Operational numbers tend to live in databases and SaaS tools that were never meant to be charted together, so teams fall back on nightly exports, brittle scripts or a queue of requests to a data team. Here, extraction, filtering, aggregation and delivery sit in one visual workflow that the people who own the numbers can read and change themselves.
The first illustration shows the cause. A four-step pipeline on the builder canvas pulls orders from Postgres, keeps only paid orders, aggregates daily revenue and ends in a selected BigConsole DataSink node. Its Node Details panel lists the datasink operations (post, upsert, append and delete), a copyable datasink key, a refresh schedule and a note that the node needs no manual input because it collects the previous node's output automatically, with a JSON preview of that payload. The second illustration shows the effect: a live revenue dashboard that names its source key, says when it last updated and traces the source workflow from schedule to datasink, above KPI cards, a thirty-day trend, channel and hourly breakdowns, a top-products table and a regional split.
Datasinks complement the built-in workflow analytics. Those measure how healthy the automations are; this concept puts a workflow's business output on screen. Because the pipeline is an ordinary workflow, the design lets it inherit everything else FluidGrids provides, including schedules, versioning, run history and retries, so a broken dashboard can be traced back to a specific run and step.
What this concept shows
- A BigConsole DataSink node that closes out any workflow on the canvas
- Four datasink operations: post, upsert, append and delete data
- A keyed destination, so each dashboard reads from a named datasink
- Automatic collection of the previous node's output, with a JSON payload preview
- A refresh schedule on the node, shown in the design as every five minutes
- A dashboard header that shows the source key, last update time and the lineage of the feeding workflow
- KPI cards, a time-series chart, channel bars, an hourly heatmap, a product table and a regional breakdown in one view
How it works
- Build or open a workflow that extracts and shapes the data; in the illustration, a Postgres query, a paid-orders filter and a daily revenue aggregate.
- Add the BigConsole DataSink node as the final step and choose an operation such as post, upsert, append or delete.
- Enter the datasink key that names the destination and set how often it refreshes.
- Check the auto-collected payload preview to confirm the previous node's output is what the dashboard should receive.
- Save and deploy the workflow so it runs on its schedule.
- Open the live dashboard, which shows the source key, last update time and workflow lineage above the charts.
Who it's for
- Data and analytics teams
- Revenue and business operations leads
- Finance and business analysts
- Automation builders who own reporting pipelines
Illustrations
2 illustrations of this concept. Select one to view it full size.
Configuring a Datasink Node on the Canvas
The illustration shows the FluidGrids builder with a sample Daily Revenue Pipeline workflow open and marked Active, with undo, redo, Save and Deploy controls in its header. On the canvas, four connected nodes each carry a success check: a Postgres node that extracts orders, a Filter node for paid orders only, an Aggregate node that computes daily revenue, and a highlighted BigConsole DataSink node. The Node Details panel on the right shows a connected status for the destination, an Operation dropdown open on post, upsert, append and delete options, a copyable DataSink key field, a refresh schedule chip and a Time to Live setting. An information note explains that no manual input is needed because the node collects the previous node's output automatically, and a JSON preview shows the sample payload with date, revenue, order count, currency, source and timestamp fields. Canvas tools, a minimap and zoom controls frame the graph.
Live Dashboard Fed by a Workflow
This illustration shows the other end of the datasink: a Revenue Ops live dashboard inside FluidGrids, with Analytics selected in the sidebar. The header states when the data last updated and names the source datasink key, while a Source Workflow strip traces the pipeline from Schedule to Postgres to Transform to DataSink, with a note that it updates every five minutes. Four KPI cards show revenue, orders, average order value and refund rate, each compared with the previous day. Below sit a thirty-day revenue area chart with a daily selector, a bar chart of orders by channel and a heatmap of orders by hour across the week. A Top products table lists orders, revenue, share of revenue and a thirty-day trend sparkline, next to a revenue-by-region donut and table. A closing banner makes the point that a workflow paints the dashboard without a separate ETL effort. All figures are sample data.
Topics
- workflow to dashboard
- datasink node
- live dashboard from a workflow
- no-code ETL pipeline
- stream workflow output to a dashboard
- BigConsole datasink
- scheduled data pipeline
- revenue dashboard automation
- visual ETL workflow
- upsert data into a dashboard
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Part of industry solutions
This concept appears in cross-product solutions on burdenoff.com — see how it works alongside other Burdenoff products to solve a problem in that industry.

Industry solution
Pharma, Biotech & Life Sciences
Runs the approved site-level queries on a schedule and ends in a datasink node, so aggregated study metrics land in a live console.
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Food, Beverage & Restaurants
Ends each nightly feed of POS sales, delivery orders, supplier invoices, counts and approved hours in a keyed BigConsole data sink, so the consoles refresh on schedule.
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Manufacturing
Ends each plant data workflow with a BigConsole data sink node, so refreshed figures are designed to reach the console on a schedule without exports.
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Logistics & Supply Chain
A scheduled workflow that ends in a datasink node and pushes settled shipment, exception and invoice rows into BigConsole.
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Construction & Engineering
Pipelines that end in a datasink node, so lookahead, crew, equipment, delivery and carbon data land in BigConsole on a schedule instead of in a month-end spreadsheet.
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Automotive & Mobility
Ends each daily collection workflow with a datasink node, so plant, logistics, fleet, device and workforce figures are pushed into BigConsole on a schedule.
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Telecom & Network Operators
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Banking & Financial Services
Ends the month-end workflow with a BigConsole DataSink node, so the aggregated, governed figures land in a keyed sink that the board risk console reads.
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Insurance
Pushes each crop notice, appraisal status and dispute into a keyed BigConsole datasink, so the program manager's county board stays current.
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Consulting, Accounting & Agencies
Ends the daily billing workflow in a datasink node, so WIP, collection and capacity data flows into BigConsole on a schedule.
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Marketing & Advertising
Collects daily spend, delivery and order data on a schedule and lands it in keyed BigConsole datasinks that the pacing console reads.
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HR, Staffing & Workforce
Ends the nightly expiry workflow in a BigConsole data sink node with its own refresh schedule, so alerts always read current certificate data.
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Retail & E-commerce
Ends each collection workflow in a datasink node, so spend, order and cost rows refresh in BigConsole on a schedule.
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Real Estate & Property
Ends each collection workflow in a BigConsole DataSink node that the NOI console reads on a schedule.
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IT, Cloud & Managed Services
Ends the monthly allocation workflow in a data sink node, so the numbers land in BigConsole on a schedule instead of in an email attachment.
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Government & Public Sector
The monthly workflow that pushes ledger totals from EcoImpactHub into the council console's data sink.
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Non-profits & Associations
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Media & Entertainment
Ingests partner and platform revenue files on a schedule and delivers the normalized rows to BigConsole through a datasink.
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Travel & Hospitality
Nightly workflows that gather each property's occupancy, rate, out-of-order and labor figures and post them to keyed datasinks that BigConsole reads.
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Sports, Esports & Fitness
Scheduled workflows call each product's API and write participation, ticketing and training figures into datasinks that refresh the console.
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Fashion & Lifestyle
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Events & Experiences
Is designed to push per-station scan counts into the BigConsole datasink the gate alert watches, on a one-minute schedule.
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Aviation & Airports
The workflow that ends in a BigConsole datasink, so serviceable counts and departures reach the turnaround console.
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Data Centers & Colocation
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Senior Living & Home Care
The workflows that end in datasink nodes, carrying roster, visit, training, equipment and trip figures into BigConsole on a schedule.
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Childcare & Early Learning
A workflow ending in a BigConsole datasink node, shown on a revenue example. It is designed to carry each center's tuition, claim and failed-payment results to the owner's console.
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Public Safety & Emergency Services
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Professional Bodies & Trade Associations
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Venture Capital & Private Equity
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Small Businesses & Startups
Ends each collection workflow in a datasink node, so upcoming charges, sales and payroll figures are designed to refresh in BigConsole each morning.
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Transportation & Mobility
Ends each collection workflow in a datasink, so the day's service, maintenance, charger and fare records land in one place for BigConsole.
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FMCG & Consumer Goods
Ends the distributor workflow in a data sink node, so secondary sales and stock cover refresh on a live console on a schedule.
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Biotechnology & Genomics
Is designed to carry each finished run's lane results from the demultiplexing summary into a BigConsole data sink that feeds the sequencing core's live console.
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Accounting, Tax & Audit
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Semiconductors & Electronics
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Defense Industry & Sustainment
A workflow that ends in a BigConsole datasink node; here, collecting readiness, turnaround and shipment status into the month's figures.
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Mining & Metals
Ends each collection workflow in a datasink node, so dispatch, plant and lab figures are designed to land in BigConsole on a schedule without anyone exporting them.
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Waste Management & Recycling
The workflow that gathers scale tickets, load audits, bale weights and line-stop minutes and pushes them into the BigConsole data sinks behind the recovery facility console.
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Publishing & Information Services
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Religious & Community Organizations
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Beauty & Personal Care
The workflow that totals each day's sales by location and stylist and writes them to a BigConsole datasink for the owners' board.
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Home & Consumer Services
Ends the job close-out workflow with a data sink, so each closed job's price, commission, re-clean cost and zone reach the owner's console on a schedule.
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Security & Facility Management
Ends each workflow in a BigConsole data sink, so job clocks, patrol results, staffing, inspections and client decisions land in the review console on a schedule rather than in a monthly export.
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