Data Management & Analytics

Data you can actually trust

We build the pipelines, warehouses, and dashboards that turn scattered data into numbers your team can act on and defend in a meeting.

Data infrastructure workflow connecting ingestion, API gateway, transformation, and vector database
When you need it

Three reports, three different numbers

The data already exists. It's just scattered across tools, shaped differently in each one, and nobody is quite sure which version to believe.

Numbers that disagree

Finance, sales, and ops each pull their own report and land on three different totals. Meetings turn into debates about whose spreadsheet is right.

Reporting by hand

Someone loses the first days of every month to exporting CSVs and stitching them together before anyone can see how the business is doing.

Answers you can't reach

The number is technically in your systems, but getting it out takes a developer, a ticket, and a week of waiting.

What we build

From scattered sources to one source of truth

Pipelines that run themselves, models everyone agrees on, and dashboards that answer questions without raising a ticket.

Data Pipelines

Automated ingestion from your apps, databases, and APIs. Scheduled, monitored, and alerting when something breaks.

Data Warehouses

One well-modeled home for your data, added only when your questions outgrow your tools. Built on Postgres, BigQuery, or Snowflake.

Analytics Dashboards

Live dashboards your team can read on their own, without asking anyone to run a query.

Data Quality Checks

Automated validation that catches bad data before it reaches a report or a decision.

Database Design

Schemas and models designed around the questions your business actually asks.

Migrations & Consolidation

Move off legacy systems and merge overlapping sources without losing history.

Zeromanual CSV exports at month-end
Minutesfrom question to answer, not days
1set of numbers everyone agrees on

Start with one dashboard

Pick the number your team argues about most. We connect the sources behind it and put one live dashboard in front of everyone, in 2-4 weeks. When it proves itself, we go from there.
How we work

Delivering quality through clarity

Typical delivery:
First workflow in 2-4 weeks · Full products in 6-8
01

Discovery & Consultation

We look at the one workflow that hurts most and map exactly how it runs today. A short call, not a discovery project.

2-5 DAYS
02

Strategy & Planning

You get a plain plan: what we'll automate, what it touches, and when it goes live.

2-5 DAYS
03

Development & Implementation

We build high-quality, scalable solutions with regular updates, testing, and integration of your feedback.

1-8 WEEKS
04

Launch & Deployment

We test everything thoroughly to make sure it runs smoothly, feels intuitive, and helps your workflows perform better.

DAYS, NOT WEEKS
05

Support & Optimization

We offer continuous support and enhancements, growing the solution together with you as your business evolves.

ONGOING

Frequently Asked Questions

Answers to the questions teams ask us most about their data. If yours is missing, we are happy to talk it through.

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Do we actually need a data warehouse?
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Which tools do you build on?
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What happens to our existing reports?
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How do you handle sensitive data?

Tired of arguing about whose number is right?

Bring one report that never matches. We map where its numbers come from and make them agree, in weeks, not quarters.