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Executive dashboards
Give leadership a clean overview of key business metrics with sensible defaults, a region filter, and a minimal, focused design.
Free to use
Turn your data intomeaningful insights.
Create, customize, and share powerful dashboards—
all in one place.
Connect
Publish
Graph
Table
Schema
APIs
AmpereStudioDashboards
Embedded code
studio.bangdb.com
Live
Sales Overview
Region ▾Segment ▾Channel ▾
Last 7 days Add chartRevenue
$1.24M
+12.4%
Active users
84,102
+3.1%
Avg latency
128ms
-8.0%
Error rate
0.24%
+0.02%
Revenue by monthbar
Traffic by channeldonut
Organic46%
Paid28%
Referral16%
Direct10%
Active usersarea
Top regionstable
RegionSalesΔ
North America$482K+9%
Europe$361K+5%
Asia Pacific$298K+14%
LATAM$97K-2%
Data moves fast.
Dashboards should too.
Most teams still wait on tickets, static reports, and locked-down BI workflows before they can answer the next business question.
Bottleneck
Engineering is the bottleneck
Every new view means a ticket, a sprint, and a deploy. Business teams wait weeks for a chart they needed yesterday.
Staleness
Dashboards go stale fast
Static reports and manual refreshes can't keep pace with streaming data. Decisions get made on numbers that already moved.
Lock-in
Tools that box you in
Rigid BI suites limit chart types, data sources, and where results can live — and lock your data behind their cloud.
Everything you need to ship a dashboard.
Canvas
Drag-and-drop canvas
Assemble dashboards on a responsive 12-column grid. Drag, drop, and resize charts — no frontend code required.
Search dashboards…⌘K
Sales Overview
Region filter
Command
Command palette
Jump to any dashboard or tab instantly with a keyboard-driven command palette.
live
Realtime
Real-time streaming
Connect charts to live data streams and set auto-refresh — 5-second to 5-minute presets, or any custom interval — for near-realtime monitoring.
Region ▾Segment ▾Channel ▾Last 7 days ▾
Filters
Filters & time range
Add static or data-driven filters with cascading dependencies, and scope everything to any time window.
revenueY-axis
regionX-axis
segmentSeries
Transform
Field mapping & transforms
Auto-detected field mapping plus a visual no-code pipeline and sandboxed JavaScript for custom aggregations.
LightDark
Theming
Theming & custom CSS
Tune colors, fonts, and radius with CSS variables, theme presets, and scoped overrides — applied live, no rebuilds.
Every dataset deserves the right visualization.
Powerful visualizations that help you monitor, compare, and understand your data.
Bar & Column
Compare values across categories
Line & Area
Show trends over time
Pie & Donut
Proportions of a whole
Scatter & Bubble
Relationships between variables
HeatMap
Density and patterns by color
World Map
Geographic data, interactive
Pyramid & Funnel
Stages and progression
Ring Gauge
Progress toward a goal
Real-Time Column
Streaming bar updates
Table
Sortable, filterable rows
Card & Metrics
Highlight a single KPI
Progress Bar
Linear progress to a target
Stat List
Metrics with sparklines
From raw data to a live dashboard in minutes.
No frontend code, no deploy pipeline. Connect your data, compose your views, and publish — all in one place.
STEP 01
Connect
Point Ampere Studio at a BangDB stream, graph, or table — or any HTTP API. Fetch sample data to preview fields instantly.
STEP 02
Query
Write SQL or Cypher with {{START_TIME}}, {{END_TIME}}, and filter placeholders. Test the query and see live results.
STEP 03
Map
Fields auto-map to axes, series, and values. Refine with a visual pipeline or a JavaScript aggregation when you need it.
STEP 04
Visualize
Pick from 13+ chart types, drop them on the 12-column grid, and drag to resize into any layout.
STEP 05
Interact
Add filters and a time range, then switch to View Mode to explore, drill down, and watch data update in real time.
STEP 06
Publish
Share a live link or embed a read-only dashboard anywhere with a scoped, encrypted token.
Not a BI tool you fight with. A studio that keeps up with you.
Bring your own data source.
Query BangDB streams, graphs, and tables directly, or pull from any HTTP API. Preview real fields before you build.
SQL
Schema / Stream
Query BangDB streams with SQL for real-time and historical event data. The most common source for time-series.
SELECT region, SUM(sales) FROM orders WHERE ts BETWEEN {{START_TIME}} AND {{END_TIME}} GROUP BY region
CYPHER
Graph
Run Cypher against BangDB Graph to explore relationships, find patterns, and uncover connections.
MATCH (u:User)-[:BOUGHT]->(p:Product) RETURN p.name, count(*) ORDER BY count(*) DESC
SQL
Table
Run SQL over structured BangDB tables for reference data, dimensions, and aggregates.
SELECT status, COUNT(*) AS n FROM tickets GROUP BY status
HTTP
Custom API
Fetch from any HTTP endpoint with full control over method, headers, and body. Bring in anything.
GET https://api.example.com/v1/metrics?from={{START_TIME}}
Fetch sample data
Auto-refresh (presets or custom)
Smart merge & dedup
Period-over-period comparison
Build in Edit Mode
and analyze in View Mode.
STUDIO · _
Dashboards for every
team and workflow.
From executive overviews to real-time operational monitoring — Ampere Studio adapts to whatever your data and your audience need.
02 / 06
Operations monitoring
Watch services in near-realtime with 5-second refresh, short time windows, service filters, and red/yellow/green status colors.
03 / 06
Sales analytics
Explore performance with cascading Region → State → City filters, period-over-period comparison, and drill-down to transactions.
04 / 06
IoT sensor dashboards
Track fleets of sensors with 10-second refresh, location and sensor-type filters, threshold alerts, and historical playback.
05 / 06
Marketing campaigns
Compare campaigns and channels over time with goal tracking and budget-versus-actual, all in one shareable view.
06 / 06
Customer analytics
Multi-tab overview, behavior, and churn analysis with modal drill-down into individual customer profiles.
Everything a dashboard tool should be — without the drag.
Traditional BI suites and internal-tool builders make you trade speed for power — desktop installs, modeling languages, per-seat pricing, and embedding locked behind premium tiers. Ampere Studio gives you the power without the drag — and, for now, without a bill.
Other dashboard tools
Getting started—A desktop install or a stack to self-host
Building—Learn SQL, DAX, or a modeling layer
Real-time—Batch refresh, minutes apart
Data sources—SQL-first; graphs and APIs need add-ons
Embedding—A separate, pricier add-on
Sharing—Pay for every viewer seat
Your data—Copied into extracts that go stale
Price—Per-user licenses and premium tiers
Ampere StudioGetting started—Just open a browser
Building—Drag, drop, done
Real-time—Live streams, down to 5 seconds
Data sources—Streams, graphs, tables and APIs — native
Embedding—Built in, with encrypted tokens
Sharing—Viewers need no seat or login
Your data—Queried live, straight from BangDB
Price—Free to use
Less setup. No seats. No cost. Live data.
Embed dashboards into any product or application.
embed.html
<iframe src="https://studio.bangdb.com/embed/project-id?token=ENCRYPTED_TOKEN" width="100%" height="720" style="border: 0;" loading="lazy" ></iframe>
What you control
Scope — Embed a whole project or a single dashboard.
Appearance — Show or hide the header, filter bar, and tab navigation.
Data — Inherit the live time range or pin an embed-specific one.
Refresh — Off, 30s, 1m, 5m or custom auto-refresh for the viewer.
Security — Every embed is backed by a scoped, encrypted token — no cookies, no shared credentials.
Governed and secure by default.
Single sign-on
Sign in with Google, or wire up your own SSO provider — no extra passwords to manage.
Private by default
Every project and dashboard is private to your account. Nothing is reachable until you explicitly publish a scoped link or embed.
Secure Ampere integration
Ampere Studio exchanges secure tokens with your Ampere account, so access stays tied to your existing identity.
Audit & account logs
A trail of user actions and account events you can review and load on demand.
Session protection
Sessions auto-expire on inactivity, keeping access tied to an active, authenticated user.
Encrypted embed tokens
Every embedded dashboard is served through a scoped, encrypted token — no shared credentials, no login for viewers.
Twenty points, and we don't win all of them.
The long version of the comparison, measured against Tableau, Power BI, Grafana and Sisense. Ampere Studio is ahead on speed to a live dashboard and on getting it in front of people. The mature suites are ahead on connector breadth, modelling, governance and reporting. Both halves are below.
Point
Ampere StudioTableau · Power BI · Grafana · SisenseEdge
Ampere StudioTableau · Power BI · Grafana · SisenseEdge01Getting started
Ampere Studio
Open a browser on any OS — nothing to install.
The others
Tableau Desktop, or Windows-only Power BI Desktop, for full authoring; Grafana needs a stack to run.
Ampere Studio
02Learning curve
Ampere Studio
Guided source setup, fields auto-map to axes, no modelling language to learn first.
The others
DAX, Power Query, LOD expressions or PromQL — real training before you are productive.
Ampere Studio
03Ops burden
Ampere Studio
Nothing to run, patch or upgrade — we host it.
The others
You run and scale the server yourself, unless you buy the vendor cloud.
Ampere Studio
04Self-hosting
Ampere Studio
Not available today — hosted only.
The others
Grafana self-hosts anywhere; the enterprise suites ship server editions.
The other tool
05Data source breadth
Ampere Studio
Four kinds: BangDB stream, table and graph, plus any HTTP API you point at.
The others
Hundreds of native connectors and plugin ecosystems across databases, files and SaaS apps.
The other tool
06Warehouse connectivity
Ampere Studio
Only through an HTTP API placed in front of the warehouse.
The others
Native Snowflake, BigQuery, Redshift and Postgres connectivity.
The other tool
07Streams and graph data
Ampere Studio
Native BangDB streams and Cypher graph queries, first-class.
The others
Streaming datasets are limited and graph is not a native model — it needs an intermediate layer.
Ampere Studio
08Real-time refresh
Ampere Studio
Per chart: 5s, 10s, 30s, 1m, 5m or a custom interval you set.
The others
Extract and scheduled refresh is the common pattern (Power BI Pro: 8/day); Grafana keeps pace at seconds.
Ampere Studio
09Visual library
Ampere Studio
13 chart types, chosen for dashboards rather than breadth.
The others
Very large libraries, richer formatting control, plus custom-visual marketplaces.
The other tool
10Data shaping
Ampere Studio
Visual transform pipeline plus JavaScript aggregation, per chart.
The others
Per-panel transformations, Power Query, or Elasticube-style modelling.
Even
11Reusable data model
Ampere Studio
Field mapping is per chart — nothing shared between charts.
The others
Governed, reusable semantic models with certified sources and shared measures.
The other tool
12Calculation and analytics depth
Ampere Studio
SQL and Cypher in the query, JS expressions on the result; no forecasting or clustering.
The others
Deep calculation languages, table calcs, plus built-in forecasting, clustering and trend lines.
The other tool
13AI assistance
Ampere Studio
None — you build the chart yourself.
The others
Copilot-style authoring, natural-language Q&A and narrative insights, on higher tiers.
The other tool
14Filters and interactivity
Ampere Studio
Filters, time range, conditional rendering, drill-down and panel links.
The others
Filter actions, parameters and dashboard actions.
Even
15Embedding for external users
Ampere Studio
Built in — a scoped encrypted token per embed, an iframe snippet, chrome and time range controllable.
The others
SDK or API work, and often a Fabric/Premium capacity, before unlicensed viewers can see anything.
Ampere Studio
16Cost of a viewer
Ampere Studio
Viewers open a shared link or embed — no seat, no login.
The others
Per-user licences; most viewers still need a paid seat.
Ampere Studio
17Access control
Ampere Studio
Read or read-write per project, dashboard and chart, with edit locks.
The others
Folders, teams and finer-grained RBAC in the paid tiers.
Even
18Enterprise identity
Ampere Studio
Email and password, Google and Microsoft OAuth.
The others
Entra ID and SAML SSO, SCIM provisioning, sensitivity labels for governance.
The other tool
19Alerting and subscriptions
Ampere Studio
Shows BangDB notifications; you cannot author alert rules in Studio.
The others
Mature alerting — rules, routing, silences, escalation and scheduled email subscriptions.
The other tool
20Export and delivery
Ampere Studio
CSV or JSON of a chart’s data.
The others
PDF, PowerPoint, Excel, crosstabs, paginated reports and scheduled delivery.
The other tool
Ampere Studio columns describe what ships today; the comparison columns are drawn from each vendor's published capabilities, and what a given tier includes changes over time. If a row in the “they win” column is the one that decides it for you, that is a fair reason to pick them.
Turn your data into dashboards.
Free to use — every chart type, data source, embedding included.