SaaS Development

SaaS Dashboards & Analytics

In-product dashboards that stay fast when a customer has five years of data.

Outcome: Analytics your biggest customer can open without raising a support ticket.

What we usually find

The dashboard was built against a demo dataset. Your largest account opens it, the query scans the whole table, and the page times out for everyone.

What the work covers

Scope is agreed in writing before anything starts. If a line here is not relevant to you, it comes out of the plan and out of the price.

  • Pre-aggregation and materialised views for heavy queries
  • Chart set chosen for the question, not for decoration
  • Filters, date ranges and saved views with shareable URLs
  • CSV and scheduled export for the data teams who ask
  • Accessible charts with table fallbacks and keyboard support

Typical tooling

Indicative, not fixed. The stack follows your constraints and your team, not our habits.

  • React
  • TypeScript
  • ClickHouse
  • PostgreSQL
  • Recharts

More in SaaS Development

This sits under Software & Web Development. See the full picture there, or browse every service.

Need SaaS Dashboards & Analytics?

Bring us the problem rather than a spec. We will tell you what it takes, what it costs, and what we would leave out.