Data Platforms
A platform shaped by your questions.
Warehouse or lakehouse, the architecture matters less than this: modeled around the questions your team actually asks, built on your cloud, designed to still make sense in five years.
What we build
- Warehouse and lakehouse design on your cloud
- Data modeling around your business questions, not a generic schema
- Access and governance foundations
- The plumbing that keeps it fast and affordable as it grows
When teams come to us
- Five tools, each with its own version of the truth
- Analysts blocked behind an engineering queue
- A platform bill growing faster than platform usage
The architecture and design choices that sophilabs made at the outset really paid off handsomely.
How we build it
Question inventory
what the business actually asks
Model around the questions
not a generic schema
Build on your cloud
with the plumbing to stay fast and affordable
Govern and evolve
access, definitions, growth
Works well with
FAQ
Warehouse or lakehouse?
A trade-off, not a religion. Your workloads decide.
Migrate or rebuild?
Usually evolve: keep what answers well, replace what doesn't.
Which vendor should we pick?
The one your team can run. We design for your case — we don't sell licenses.