Data Engineering & Analytics
Senior data engineers build the pipelines, warehouses and semantic layer that make analytics, BI and ML actually trustworthy — not just possible.
Data & analytics teams that trust us
The problem
Most teams don't lack data — they lack pipelines they can trust, a shared definition of the truth, and a fast path from raw events to decisions.
Where we win
Move off brittle on-prem systems and into a modern cloud warehouse without breaking the reports the business depends on.
Event-driven pipelines that keep operational and analytical systems in sync within seconds, not overnight batches.
One governed layer that turns raw tables into metrics your whole company can query — and trust — without an engineer in the loop.
What makes it work
Every pipeline ships with data contracts and automated tests, so a schema change upstream doesn't break dashboards downstream.
Freshness, volume and schema monitors on every table — you hear about a break before your stakeholders do.
Metrics defined once, consumed everywhere: BI tools, notebooks and AI agents all read from the same definitions.
No handoffs to a black-box team — the engineers who design your pipelines are the ones who run and support them.
Proof points
120+
Data pipelines shipped to production
40%
Average reduction in warehouse spend
99.9%
Pipeline uptime SLA
6 wks
Average time to first production dashboard
Delivery model
We map your sources, pipelines and reporting to find where trust breaks down.
Ingestion, warehouse modeling and tests — the plumbing done right, once.
One governed metrics layer so every team queries the same numbers.
Cost tuning, added sources, and hand-off or ongoing management — your call.
Expansion capabilities
Once the foundation is solid, we grow with you into the harder problems.
Engagement models
Extend an existing data team with senior specialists who ramp in days, not months.
A senior pod — engineering and analytics — embedded end-to-end, sprint by sprint.
We own the pipelines, warehouse and SLAs. You consume trusted data, nothing else.
Platform expertise
We're not tied to one vendor — we pick the right tool for your data, your team, and your budget.
“Distillery didn't just build pipelines — they rebuilt how our whole company trusts data. Our exec dashboard finally shows one number, not five.”
VP of Data · Series C SaaS platform
Get a senior data lead on a call this week and a concrete plan for your pipelines.