Dashboard Development

Dashboard development for teams that actually open them at 9 a.m.

Operator dashboards, admin panels, and internal tools that turn warehouse data into decisions your team can act on.

Capabilities

What we ship

Operator dashboards, admin panels, embedded analytics, and internal tools. Real-time when it matters, batch when it does not.

  • Real-time analytics dashboards
  • Admin panels and back-office tools
  • Multi-tenant SaaS dashboards
  • Data visualization with D3, Recharts, and ECharts
  • Role-based access and audit trails
Visualization patterns

The right chart for the question

Most dashboards fail because they were built around the data that was easy, not the questions operators are asking. We start with the question.

  • Time-series with smart aggregation and decimation

  • Cohort and funnel analysis with retention overlays

  • Geospatial views with clustering and heat maps

  • Hierarchical drill-downs and parent-child lookups

  • Dense data tables with virtualization and column pinning

  • Custom D3 visualizations when no library fits

Technology stack

Modern, fast, embeddable

The stack scales from a single dashboard to a multi-tenant analytics product. We default to the libraries that survive a long-term roadmap.

Frontend

  • TypeScript
  • React
  • Next.js
  • Recharts
  • ECharts
  • D3

Real-time

  • WebSockets
  • Materialize
  • ClickHouse
  • Kafka
  • SSE

Data

  • Snowflake
  • BigQuery
  • Postgres
  • DuckDB
  • dbt

Embedding

  • JWT signing
  • iframe sandboxing
  • Theme tokens
  • SSO bridges

Outcomes

Outcomes that change how your team works

A good dashboard is the cheapest way to change how a team makes decisions. These are the outcomes we have shipped to production.

  • Operator decision time cut by 40–60% on consolidated dashboards
  • p95 query latency under 200ms on data sets of 100M+ rows
  • Six-figure tooling savings by retiring legacy BI subscriptions
  • Embeddable views that ship in days, not quarters
  • Real-time accuracy parity with the system of record
Dashboard FAQ

What teams ask before a dashboard build

What charting libraries do you use?
We default to Recharts for product dashboards, ECharts for dense analytics, D3 for bespoke visualizations, and Tremor for fast internal panels. Choice is driven by data volume and interaction model.
Do dashboards work on real-time data?
Yes. We stream from Kafka, Kinesis, ClickHouse, and Materialize when latency matters, and fall back to scheduled syncs against the warehouse when freshness can be measured in minutes.
How do you handle role-based access?
Every dashboard ships with row-level security, scoped API tokens, audit trails, and SSO via SAML or OIDC. Tenants and roles are first-class in the data model, not bolted on later.
Can dashboards be embedded in our product?
Yes. We build embeddable dashboards with signed URLs, theming hooks, and per-tenant branding. We have shipped embeds for SaaS products, partner portals, and white-labeled customer panels.

Let's build it together

Ready to give your operators one view instead of four?

A 30-minute call on the data you have, the questions you need to answer, and what an honest first dashboard looks like.