Superset Analytics & Customization

We help you migrate to Apache Superset & Save thousands of dollars on license cost

We specialize in tailoring Apache Superset to fit your business needs - whether you're scaling enterprise BI or building a standout solution as a startup. We deliver high-performance, deeply integrated Superset implementations, backed by hands-on experience.

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Built on real delivery experience

Whale Chart - Custom Profitability Visualization
Advanced Profitability

Whale Chart - Custom Profitability Visualization

Whale charts are incredibly useful for visualizing cumulative contribution, especially in finance. We built a custom whale chart for a finance-sector client to show how a small percentage of accounts contributed disproportionately to total revenue.

  • Helps stakeholders quickly identify key contributors and long-tail segments
  • Shows exact cumulative profit contribution per account, ranked visually
  • Highlights resource-draining outliers that standard charts miss
  • Fully interactive and integrates seamlessly within Superset dashboards
Financial Reporting Format - Advanced Tabular Reports
Enterprise Reporting

Financial Reporting Format - Advanced Tabular Reports

Reports that combine hierarchical headers, mixed formatting (currency, percentages), subtotals, and multi-level metric groupings require more than standard table visuals. This becomes a significant need for finance, sales, or operations teams relying on structured KPIs for executive reviews.

  • Custom chart plugin that replicates 95% of advanced reporting features
  • Supports nested headers, custom cell formatting, and row/column subtotals
  • Dynamic metric grouping with indentation and conditional styling
  • Brings structured reporting into Superset - no need to export to Excel
Mekko Chart - Multi-Dimensional Market View
Market Analysis

Mekko Chart - Multi-Dimensional Market View

We added a custom Mekko chart to Superset, enabling users to visualize data with both category share and relative size in a single view. Unlike standard bar charts, the Mekko chart displays variable-width bars, making it ideal for market share, product mix, or segmentation analysis.

  • Variable-width bars accurately represent relative market share
  • Captures scale, segment performance, and profitability in one compact view
  • Built to support multi-dimensional insights within tight dashboard space
  • Fully interactive with drill-down and cross-filter support
Fixing Existing Defects & Contributions
OSS Contributions

Fixing Existing Defects & Contributions

When platform defaults fall short, we contribute directly to the source. We actively identify issues, develop fixes, and upstream patches to ensure a robust foundation for enterprise analytics.

  • Horizontal waterfall chart support in addition to vertical
  • Axis label fixes to word-wrap longer labels instead of hiding them
  • Added sorting options and subtotal formatting for waterfall charts
  • Cross-filtering now feasible for waterfall charts
  • Resolved incorrect legend color mappings post Superset 4.1.2 update
Side-by-Side Filtering - Seamless Comparison
Data Exploration

Side-by-Side Filtering - Seamless Comparison

Comparing complex data hierarchies often means toggling filters back and forth, breaking the analytical flow. We solved this with a dual-column filter architecture that enables seamless side-by-side comparison across deep data dives.

  • Dual-column layout for comparing two filter states simultaneously
  • Nested tree filters with search, expand/collapse, and presets
  • Persistent comparison mode keeps both views locked while exploring
  • One-click filter presets eliminate repetitive setup for recurring analysis
Executive Health Cards - Operational Clarity
Operational Intelligence

Executive Health Cards - Operational Clarity

Complex charts are often too noisy for rapid executive feedback. We designed custom operational health cards that translate raw data into color-coded status assessments, enabling instant executive action without deep data exploration.

  • Color-coded status summaries (green/amber/red) for instant understanding
  • Consolidates scattered KPIs into a single-glance overview grid
  • Custom Handlebars extensions with conditional rendering and click-through
  • Designed for non-technical users who need clarity, not complexity
Event Visibility - Custom Alert Monitoring
Alerting & Automation

Event Visibility - Custom Alert Monitoring

While Superset supports basic alerts via email or Slack, teams often need event visibility directly within the platform. We developed a custom feature that allows users to view triggered alerts, status changes, and event logs directly in the Superset UI.

  • Broader team engagement with in-platform alert visibility
  • Real-time event feeds for operational monitoring dashboards
  • Full incident timeline with searchable logs and timestamps
  • Improves transparency and reduces the gap between observation and action

Our value-driven services

Deployment & Maintenance

We set up Superset for cloud or on-prem environments, ensuring it's production-ready with Docker or Kubernetes, secure networking, and full database integration. We also provide ongoing maintenance - upgrades, issue resolution, and monitoring. For example, we recently handled a multi-tenant Superset deployment for a manufacturing group with high availability and automated backups.

superset-deploy ~ bash
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Custom Feature Development

We build unique features to enhance Superset - custom time filters, industry-specific chart plugins like waterfall or Pareto charts, and more. These additions help clients gain deeper, faster insights tailored to their specific business context and domain requirements.

waterfall-plugin.ts

Live Preview

Performance Optimization

We identify bottlenecks, improve queries, integrate caching layers, and redesign schema when needed. We helped one logistics company cut dashboard load time from 15 seconds to under 3 seconds by integrating ClickHouse and pre-aggregated tables for repeated queries.

Performance OptimizerSLOW

15.3s

Query Time

12%

Cache Hit Rate

8

Concurrent Users

Identify slow queries (EXPLAIN ANALYZE)
Integrate ClickHouse for hot data
Configure Redis cache layer
Pre-aggregate repeated queries

Embedded Superset Solutions

If you want to embed dashboards into your SaaS app or internal tools, we can theme Superset, restrict views by role, and integrate it seamlessly. A recent example: embedding retail dashboards into a customer portal with row-level security and role-based visibility for different user types.

P
Platform Portal
Executive View

Establishing Secure Connection...

Operational Performance

Embedded Active
Total Revenue$1.2M
Active Users4,821
Row-Level Security (RLS) ActiveFiltering: Executive Group

Theming & UX Overhaul

We customize Superset's look and feel to match your brand and improve usability across teams. One project included adding dark/light mode switching, reorganized navigation menus, and a mobile-friendly executive dashboard that became the company's daily command center.

Theme Designer
Primary color
Variable--brand-color
#E8501A
Update Layout

Advanced Security & Role Management

We configure Superset for fine-grained access using RBAC, integrate with SSO (OAuth/SAML/LDAP), and ensure compliance through audits and access logs. For a healthcare client, we enabled role-based views scoped specifically for doctors, administrators, and analysts - each seeing only what they need.

RBAC & SSO Configuration
RoleViewEditExportAdminQuery
Admin
Data Team
Sales
Executive
Guest
OAuth/SAMLIdentity ProviderSuperset RolesRow-Level Filter

Custom Alerts & Automation

We go beyond built-in alerts - setting up Slack notifications, scheduled PDF report emails, or integrating real-time ML-based alerts triggered by anomalies in your data. A manufacturing client now receives automated fault alerts directly from Superset, enabling faster response times.

Alert Rules & Automation
Rule Engine
Starting...
IF revenue < $50kAND daily_drop > 15%THEN notify + log

Analytics & Dashboard Design

We create dashboards that matter - from executive summaries to granular operational deep dives - helping you extract the right insights with clear visual storytelling. Every dashboard is designed with the end user in mind, ensuring data is both accessible and actionable.

Dashboard Studio
ASSEMBLING...
Revenue
₹14.2M
Conversion
3.82%
Churn
1.2%
SYNCING
Insights

Workflow Automation & LLM Integration

We enable text-to-SQL through LLMs like OpenAI, allowing non-technical users to ask questions in plain language and receive answers rendered as charts or tables. We also build custom triggers that automate downstream actions based on data thresholds - bridging the gap between insight and action.

Text-to-SQL (LLM Integration)
Ask a question in plain language...
Let's create value

To help you make the
right decisions at the right moment.

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