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Analytics & BI
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Aurora Embedded Analytics

White-label analytics shipped inside a SaaS product.

Client
Aurora SaaS
Delivered
2025 · 5 months
Team
6 engineers
Category
Analytics & BI
Overview

What we built

Built an embedded analytics experience that Aurora ships to 1,200+ B2B customers as a paid module.

Business impact

Outcomes that moved the P&L

0+
Customers live
0%
New ARR attributed
0ms
Query p95
0 quarter
Time to ship

The challenge

  • Customers demanded richer analytics; internal dashboards weren't safe to expose.
  • Small analytics team couldn't build bespoke reports per customer.
  • Isolation and per-tenant performance were non-negotiable.

How we approached it

  • Designed a multi-tenant analytics layer with row-level security.
  • Shipped a curated dashboard authoring experience for customers.
  • Instrumented usage to inform packaging and pricing.

What changed

  • Embedded analytics launched as a paid module in one quarter.
  • Adopted by 1,200+ customers within six months.
  • Attach-rate contributed 9% of new ARR in year one.
Project gallery

Inside the delivery

Multi-tenant semantic layer

Isolated, fast, governed.

Customer dashboard builder

Self-service, on-brand.

Usage analytics

Product-led growth signals.

Technology

Built with

The tools and platforms we chose for this engagement.

ClickHouse
Cube
React
TypeScript
AWS
Auth0
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