Vitana Private Limited
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From Fragile Reports to Rock-Solid Data Infrastructure

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.

Data warehouse architecture
01/02
On site

Data warehouse architecture

Client

Enterprise SaaS Client (confidential)

Location

India

Timeline

1 Jan 2023 — 30 Sept 2023

Industry

Technology

About this project

## The Challenge The client had no dedicated database or data warehouse. All data was sourced from third-party SaaS systems and loaded in-memory for real-time reporting queries. Debugging a single reporting error took days of effort. Every report render was a performance risk. > "We were flying blind — each report was a prayer that nothing had changed upstream." ## What Vitana Built Vitana designed and built an end-to-end data pipeline with a Snowflake data warehouse deployed on the client's own infrastructure. Data was brought fully in-house — owned by the client — with clean structured data layers for fast reporting and full observability. Errors became traceable in minutes. ## The Outcome - Reporting latency reduced dramatically - Error turnaround: days → hours - Data infrastructure made robust and scalable - End users noticed the improvement immediately - Client formally appreciated Vitana's work ## Technologies Used - Snowflake on client-owned infrastructure - End-to-end ETL pipeline - Clean structured data layers - Full observability and error tracing

Key highlights

  • Eliminated all in-memory reporting
  • Error turnaround: days → hours
  • Full data ownership by client
  • Client formally appreciated Vitana

Gallery

On-site photography

Execution timeline

Phase-by-phase progress

Live progress tracking with photographic documentation from each construction phase.

  1. Phase 01

    Discovery & Assessment

    Completed
    100%Progress

    Mapped all SaaS data sources, identified reporting dependencies, and designed target warehouse schema.

  2. Phase 02

    Pipeline Design & Build

    Completed
    100%Progress

    Built end-to-end ETL pipelines from SaaS sources into structured Snowflake layers.

  3. Phase 03

    Warehouse Deployment

    Completed
    100%Progress

    Deployed Snowflake on client-owned infrastructure with full observability and error tracing.

  4. Phase 04

    Cutover & Validation

    Completed
    100%Progress

    Parallel run validation, user training, and sign-off. Old in-memory reports retired.

Ready to ship outcomes?

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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.

USA

+1 804-262-6995

India

+91 9963497700

Email

corporate@vitanagroup.com