Snowflake & Databricks builds
Greenfield builds, lakehouse architecture and migrations off legacy warehouses — with cost and governance designed in from day one.
Snowflake & Databricks specialists
Spend less on your data platform.
Spend less on your data platform.
Trust it more.
Onelytix.ai helps data and finance leaders cut cloud warehouse spend and keep Snowflake and Databricks running reliably — through hands-on consulting and two products built for the job.
32%Typical warehouse spend cut*
99.95%Pipeline reliability target
6wkTo first measurable savings
Built on the platforms your teams already run
What we do
Consulting that ships, not slideware
We embed with your data team to design, build and optimize the platform — then hand it back documented and running.
Data engineering & dbt
Reliable pipelines, tested dbt models and CI/CD so your analytics stay trustworthy as the platform scales.
Cost & reliability optimization
Warehouse tuning, workload isolation and observability — the practices behind our FinOps and Platform Assessment products.
Products
Two products, one goal: a data platform you can afford and trust
Turn cloud spend into a managed line item
Continuous visibility into Snowflake and Databricks costs, automated waste detection and forecasts finance can actually rely on.
- Per-team, per-workload cost attribution
- Idle-compute and over-provisioning alerts
- Budget forecasts and anomaly detection
Know exactly where your platform stands
A structured audit of architecture, cost, security and reliability — then continuous monitoring so it stays healthy after we've fixed it.
- Architecture, cost & security review
- Prioritized findings and remediation roadmap
- Ongoing pipeline, quality & performance monitoring
$400k+Warehouse spend optimized*
30–40%Typical cost reduction range*
99.95%Pipeline reliability target
6 weeksTo first measurable win
*Illustrative figures shown for demonstration. Replace with your own verified results before launch.
Results
Outcomes we're built to deliver
A snapshot of the engagements we take on. These are illustrative examples — we'll replace them with your named case studies as they land.
34% off a Snowflake bill in one quarter
Right-sized warehouses, killed idle compute and introduced per-team budgets for a Series C SaaS platform — without slowing a single workload.
34%spend reduced
5wkto first savings
From daily fire-drills to 99.9% on-time data
Rolled out SLAs, freshness monitoring and data-quality checks across 200+ pipelines for a fintech, so issues surface before stakeholders notice.
99.9%on-time delivery
-70%incidents
Legacy warehouse to Databricks, on time
Planned and executed a lakehouse migration with parallel-run validation for a retail analytics team — no downtime, no lost trust in the numbers.
0downtime hours
100%parity validated
Illustrative outcomes for layout. Replace with real, verified client results before launch.
What leaders say
Built for the people accountable for the platform
"Onelytix gave our finance and data teams a single number they both trusted. We cut warehouse spend without slowing a single team down."
RK
Sample - CFOSeries C SaaS company
"They didn't just advise - they built the observability we'd been meaning to for two years. Now we hear about issues before our stakeholders do."
MA
Sample - Head of Data EngineeringFintech scale-up
"A rare consulting partner that leaves you more capable, not more dependent. The Databricks migration came in on time and under budget."
SV
Sample - VP EngineeringRetail analytics
Sample testimonials shown for layout. Swap in real, attributed quotes before you go live.
Ready to make your data platform cheaper and more reliable?
Book a 30-minute discovery call. We'll review your Snowflake or Databricks setup and show you where the quick wins are.