Pipelines
ETL and ELT design that runs on a schedule and tells you when it fails.
When two reports disagree, nobody trusts either.
We connect your CRM, ERP and spreadsheets into one warehouse with one definition of each number, so finance, sales and your AI systems read the same truth.
- CRMClean
- ERPOne model
- SpreadsheetsOne report
Every source, one model
Pipelines bring each system in on a schedule, with retries, tests and alerts when a source changes shape.
Data
CRM
ERP
Billing
Spreadsheets
Web analytics
Field apps
What this fixes
- Finance and sales present different revenue in the same meeting.
- Monthly reporting means someone exporting and stitching files by hand.
- A vendor changes a field and a dashboard is quietly wrong for weeks.
- An AI project stalls because nobody can say which data is correct.
What we build
Warehouses
Snowflake or BigQuery, modeled around the questions your business asks.
Data models
One documented definition per metric, in version control.
Quality checks
Tests on freshness and shape, so bad data stops before it reaches a report.
What your team gets
A warehouse your analysts can query, reports that agree with each other, and the documentation to keep it that way without us.
Where AI comes in
Internal RAG and agents only answer as well as the data they read. This is the work that makes those answers consistent. See AI & Automation
When this isn’t the right fit
If one system already holds all your data and its reports are right, you don’t need a warehouse yet. We’ll tell you.
Which number does your team argue about?
Name the report. We’ll trace where it goes wrong and what connecting it would take.
Show us where the numbers disagree