App Stack · Analytics & Data Stack
A private data platform — warehouse to dashboard in one deploy
ClickHouse warehouse, Airbyte ingestion, dbt transformations, Superset and Metabase dashboards, plus PostHog product analytics — the modern data stack without the modern data bill.
Experience layer
Apache Superset
Dashboards
PostHog
Product analytics
Application core
Airbyte
Data ingestion
dbt
Transformations
Automation & insight
n8n
Orchestration & alerts
Keycloak
Access control
Data layer
ClickHouse
OLAP warehouse
MinIO
Data lake storage
How it fits together
The Analytics Stack assembles ingestion, storage, transformation, and visualization into one governed platform. Airbyte syncs your sources into ClickHouse, dbt models run on schedule, and Superset serves dashboards — with the AI Architect generating the initial pipeline config from a description of your sources.
90%
lower warehouse cost vs Snowflake at scale
∞
queries — no per-credit billing anxiety
GDPR
compliant by architecture: data never leaves
Replaces
- Snowflake$2-4k+/mo typical
- Fivetran$1k+/mo
- Looker$3k+/mo
- Amplitude$995+/mo
AI inside
Intelligence this stack ships with
Every AI feature runs privately on your deployment — your data trains your advantage, not someone else's model.
Text-to-SQL for everyone
Business users ask questions in plain language; the AI layer writes governed SQL against dbt models and renders the chart in Superset.
Pipeline self-healing
Failed Airbyte syncs are diagnosed by AI DevOps — schema drift, auth expiry, rate limits — and repaired or escalated with a precise fix.
Auto-documented models
dbt models get AI-generated documentation and lineage descriptions on every run, keeping the catalog current without analyst effort.
Best for
Who runs the Analytics & Data Stack
- Teams graduating from spreadsheets + GA
- Companies hit by warehouse bill shock
- Product teams needing private event analytics
- Data teams of 1-5 who can't run infra
Get started
Deploy the Analytics & Data Stack this week
We'll size it to your business, estimate the infrastructure cost, and share pricing — all in one conversation.