Open Source · No Vendor Lock-in

Enterprise analytics.
Open-source pricing.

BI was historically expensive. Not anymore. We've crafted a complete analytics solution from open-source technologies and free products — robust, efficient, and a fraction of the cost. Our experience allows us to implement it quickly and for a reasonable price.

The Data Pipeline

Sources
Your Data

APIs, DBs, SaaS

Extract & Load
Meltano

500+ connectors

Transform
dbt

SQL + testing

Visualize
Lightdash

Self-service BI

Data Warehouse
BigQuery / Snowflake

The Stack

Every tool, explained

M

Meltano

Data Integration

Open-source framework with hundreds of connectors. Pull data from Facebook, Google Ads, GA4, LinkedIn, Shopify, and dozens more — into any warehouse.

Extract & Load (EL)
d

dbt

Transformation

The industry-standard transformation tool. Write modular SQL models with built-in testing, documentation, and version control. Transform raw data into analytics-ready tables.

Transform (T)
L

Lightdash

BI & Visualization

Open-source Looker alternative that connects directly to your dbt project. Self-service analytics for your entire team with a familiar, intuitive interface.

Visualize & Explore
A

Apache Superset

BI & Visualization

Enterprise-grade open-source BI platform. Create interactive dashboards, run SQL queries, and explore data — all from a powerful web-based interface.

Dashboards & SQL
B

BigQuery

Data Warehouse

Google's serverless, highly scalable data warehouse. Pay only for what you query. Perfect for companies already in the Google ecosystem.

Storage & Compute
S

Snowflake

Data Warehouse

Cloud-native data platform with separate compute and storage. Ideal for companies needing flexibility, concurrency, and cross-cloud support.

Storage & Compute

Connectors

Connect to everything

Meltano's Singer ecosystem provides hundreds of connectors. Here are some of the most popular ones we work with:

Facebook Ads
Google Ads
Google Analytics 4
LinkedIn Ads
TikTok Ads
Shopify
Stripe
HubSpot
Salesforce
PostgreSQL
MySQL
REST APIs
+ 500 more

Why Open-Source

The advantages are clear

No Vendor Lock-in

Own your stack. Swap any component without rebuilding everything. True flexibility.

Dramatically Lower Cost

Most tools are free. Only data warehouses carry a cost — and they scale with usage.

Battle-Tested at Scale

These tools power analytics at thousands of companies. Community-backed, enterprise-proven.

Rapid Implementation

Our experience allows us to deploy this stack quickly and reliably. Weeks, not months.

Ready to go open-source?

Let us show you how an open-source analytics stack can save you thousands while delivering enterprise-grade insights.

Get a Free Stack Assessment