Product analytics fragmentation
Mixpanel, Amplitude, Snowflake, and warehouse SQL all give different answers to the same retention question. The team stops trusting any of them.
Domain
Technology and SaaS companies live or die on how fast they can convert product telemetry into shipped improvements. Vitana builds the data + ML infrastructure that lets product, engineering, and growth teams operate from one truth — from cohort-level retention to model-quality scorecards.
3×
Faster experiment velocity
60%
Lower data-stack TCO
< 1 wk
Notebook → production
The hard parts
Mixpanel, Amplitude, Snowflake, and warehouse SQL all give different answers to the same retention question. The team stops trusting any of them.
Notebook to production is hand-cranked. Each team rebuilds feature pipelines, monitoring, and rollback from scratch.
Prototypes ship to production without retrieval, evals, or guardrails — then break with the next model upgrade.
How we help
Recent work
Tell us your business question, your data estate, and the timeline. We respond within one business day with a written hypothesis and a delivery plan.
Enquiries
contactus@vitanagroup.com
Support
support@vitanagroup.com
