Build · Data Platforms & Pipelines
Turn scattered data into decisions you can trust.
We consolidate your sources into one warehouse with pipelines that don't silently break. Modeled, tested, and documented — so the number in the dashboard is the number you can act on.
What's included
Everything in the engagement.
Warehouse, set up right
Postgres, BigQuery, or Snowflake — modeled for the questions you actually ask, not a generic schema.
Pipelines that hold
Ingestion and transforms with retries, backfills, and idempotency — so a hiccup doesn't corrupt your data.
Tested transforms
Versioned models with data tests on freshness, uniqueness, and ranges — bad data fails loud, not silently.
Dashboards & a semantic layer
Metrics defined once and reused everywhere, so 'revenue' means the same thing in every report.
How it runs
From scope to hand-off.
Map
We inventory your sources and the decisions they should drive, then design the model around them.
Pipe
We stand up ingestion and the warehouse, and land your first real dataset end to end in ~2 weeks.
Model
We build the transforms and metrics layer with tests, so every number traces back to a source.
Hand off
Documented lineage, alerting, and dashboards your team runs without us. The whole stack is yours.
~2 wks
to first dataset live
Tested
transforms with data checks
100%
pipelines & models you own
FAQ
Common questions.
Which warehouse should we use?+
We pick by your volume, budget, and stack — Postgres, BigQuery, or Snowflake. We'll recommend, not upsell.
Can you connect our existing tools?+
Yes — CRMs, ad platforms, databases, spreadsheets, internal APIs. If it has data, we can pipe it in reliably.
How do we know the numbers are right?+
Data tests run on every load and metrics are defined in one place. When something's off, you get an alert, not a bad report.
Do you do the AI part too?+
Yes. A clean warehouse is the foundation for RAG, agents, and analytics — we can build those on top of it.
Let's build it.
Book a 30-minute systems audit. We'll scope the work and tell you what's worth shipping first.