Your customers want dashboards
Your data can't support it
Your product needs embedded dashboards, but your internal data isn't strong enough to power them.
Sound familiar?
How many of these are you?
What's really happening
The real problem.
Pipeline health · diagnosis
critical42.3%
trust in dashboards
12
failed syncs
7
conflicting metrics
38
stale models
You're trying to build analytics for customers without first having analytics for yourself. Embedded analytics requires a platform underneath — multi-tenant architecture, reliable pipelines, consistent metrics, and fast queries.
What needs to happen
The pieces you actually need.
01
Architecture
Multi-tenant schemas with row-level security by design.
02
Pipeline
Per-tenant data isolation with shared transformation logic.
03
Presentation
Embedded dashboards your customers feel is part of your product.
04
Performance
Sub-second queries at scale — not minute-long spinners.
How we solve this
A path. Not a rewrite.
- 01
Design
Multi-tenant architecture: schemas, security, performance.
- 02
Build
Pipelines, models, and the embedded presentation layer.
- 03
Embed
Ship dashboards inside your product via Sigma, Superset, or custom.
- 04
Scale
Monitor per-tenant performance and cost, iterate.
Tools we use
The opinionated toolbox.
SigmaSupersetPower BILookerSnowflakeBigQueryDatabricksdbt