Turn data into confident decisions.
From governed pipelines to executive-ready analytics, Lobster builds data products teams trust — without the warehouse science project.
Grounded in governance, built for speed
What we ship
Ingest & model
Event schemas & contracts
Warehouse modeling (dbt)
Streaming where it earns its cost
Data quality monitors
Analytics products
Executive & operator dashboards
Self-serve exploration guardrails
Experimentation & attribution views
Export-ready reporting packs
Platform & AI
Lakehouse & access layers
Orchestration & observability
LLM copilots with citations
Security & PII handling patterns
Proof in the numbers
How we deliver data work
Discover
Map sources, decisions, and trust gaps — then agree on the smallest slice that proves value.
Design
Model the domains, contracts, and UX for the humans who consume the data daily.
Ship
Automate pipelines, harden observability, and land analytics that survive real operations.
What data leaders notice
“Our metrics finally match from Snowflake to the board deck. Lobster made lineage and definitions boring — in the best way.”
Priya Nandakumar
VP Data
“They shipped a governed semantic layer without freezing product velocity. That balance is rare.”
Leo Hart
Head of Analytics
“Executive briefings now cite the same charts the teams use. The narrative and the numbers finally agree.”
Samira Okonkwo
Chief of Staff
“We went from 'trust me' spreadsheets to monitors that page the right owner. Night shifts got quieter.”
Martin Vogel
Engineering Lead
We work with
