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Domain

Technology

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.

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3×

Faster experiment velocity

60%

Lower data-stack TCO

< 1 wk

Notebook → production

The hard parts

The decisions that Technology operators live and die on.

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.

ML platform sprawl

Notebook to production is hand-cranked. Each team rebuilds feature pipelines, monitoring, and rollback from scratch.

GenAI in production

Prototypes ship to production without retrieval, evals, or guardrails — then break with the next model upgrade.

How we help

The capabilities we bring to technology engagements.

Unified product data layer

Event taxonomy, semantic layer, and self-service product analytics on top of your warehouse — not duplicated in another tool.

See capability

ML & GenAI platforms

Feature stores, training pipelines, evaluation, and guardrails so teams ship models, not notebooks.

See capability

Cloud-native engineering

Kubernetes, observability, and progressive delivery patterns that keep platform teams shipping.

See capability

Engineering velocity

Senior engineering augmentation across data, platform, and product — onboard in days.

See capability

Recent work

Where we’ve shipped technology outcomes.

Completed

From Fragile Reports to Rock-Solid Data Infrastructure

India· Enterprise SaaS Client (confidential)

Eliminated error-prone in-memory reporting by migrating to a Snowflake data warehouse — error turnaround dropped from days to hours, and end users noticed immediately.

Ready to ship outcomes?

Let's build something that lasts.

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.

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Enquiries

contactus@vitanagroup.com

Support

support@vitanagroup.com