Most data problems aren't analysis problems — they're plumbing problems. Brittle jobs, undocumented tables, and two dashboards that disagree about last month's numbers. We build the layer underneath, so the work sitting on top of it holds up.
If more than a couple of these sound familiar, the problem is underneath the dashboards — not in them.
Scope what you need. Each piece stands alone, and all of it is documented well enough that your team can extend it without calling us.
Batch and streaming ingestion that can be replayed, backfilled, and still understood six months from now.
A modeled layer with clear boundaries between raw landing data and the tables your business actually reads.
Tests and alerts that catch bad data before a person does — and a paper trail for where every number came from.
Getting off a brittle system without one terrifying cutover weekend.
We don't start with a replatforming proposal. We start by finding out what's actually breaking and why.
Sources, consumers, and every place a number comes from. This is often the first real documentation a team has.
Fix the job that wakes people up at night before we build anything new on top of it.
Model it once, with tests, so the next question doesn't need a new pipeline to answer it.
Runbooks, documentation, and a team that can extend the platform without us. No lock-in.
A trustworthy data layer is what makes the next two possible.
Tell us what's breaking and what you wish you could answer. We'll tell you what it takes to get there.
Book a call