01The Backbone

Data Infrastructure.
One Source of Truth.

We consolidate your messy, siloed data into a governed cloud warehouse — Snowflake or Databricks, with automated pipelines via Fivetran and dbt modeling. The foundation everything else is built on.

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BACKBONE

The Cost of Doing Nothing

01

Your data lives in 15 different tools and nobody trusts any single report. Leadership is making million-dollar decisions on spreadsheets that are 3 weeks stale.

02

You can't answer basic questions like 'What's our true CAC?' or 'Which channel drives the most LTV?' because the data doesn't connect across systems.

03

Every new tool you add makes the problem worse. Without a central warehouse, you're building on quicksand — and every analytics project starts from scratch.

RAW SOURCESCRMERPADSWEBMAILFIVETRAN INGESTIONCLOUD WAREHOUSESNOWFLAKE / DATABRICKSDBT MODELINGDASHBOARDSML MODELS
02

Scope & Deliverables

Every engagement is scoped to your reality. No bloat. No guesswork.

01

Foundation

2–3 weeks

Cloud warehouse setup (Snowflake or Databricks)
3–5 data pipelines via Fivetran
Basic dbt data models
Data quality checks
Team access & permissions

Ideal For

Businesses with 3–10 data sources that need their first real data foundation.

02Most Common Scope

Advanced

4–6 weeks

Everything in Foundation
Advanced dbt modeling layer
Airflow orchestration & scheduling
Data governance framework
CI/CD for data pipelines
Documentation & runbooks

Ideal For

Companies with complex data ecosystems needing enterprise-grade governance and automation.

What Happens Next?

Your data is unified and clean — now it's time to visualize it. BI Dashboards turn your warehouse into real-time decision intelligence that the whole team can use.

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Operations & Maintenance

Systems decay without active maintenance. Our O&M retainers keep your infrastructure secure, optimized, and evolving.

01Pipeline monitoring & alerting
02Schema evolution management
03Query performance tuning
04Cost optimization reviews
03

Frequently Asked

Snowflake or Databricks — which is right for me?+

It depends on your workloads. Snowflake excels at analytics and BI; Databricks shines for machine learning and large-scale data engineering. We assess your use case and recommend honestly — and the two often coexist.

How do you get data out of our existing systems?+

We use Fivetran, plus custom connectors where needed, to sync from your apps and databases, then model it with dbt into a clean, governed warehouse with consistent definitions.

Will this disrupt our current operations?+

No. We build the new warehouse alongside your existing systems and only cut over once it's validated, so there's no downtime for your team.

How long does an implementation take?+

A foundational warehouse is typically live in two to four weeks. Broader rollouts with many data sources scale from there, prioritized by what drives the most value first.