Services DevOps DevSecOps Cloud Consulting Infrastructure Automation Managed Services AIOps MLOps DataOps Microservices πŸ” Private AINEW Solutions DevOps Transformation CI/CD Automation Platform Engineering Security Automation Zero Trust Security Compliance Automation Cloud Migration Kubernetes Migration Cloud Cost Optimisation AI-Powered Operations Data Platform Modernisation SRE & Observability Legacy Modernisation Managed IT Services πŸ” Private AI DeploymentNEW Products ✨ ZippyOPS AINEW πŸ›‘οΈ ArmorPlane πŸ”’ DevSecOpsAsService πŸ–₯️ LabAsService 🀝 Collab πŸ§ͺ SandboxAsService 🎬 DemoAsService Bootcamp πŸ”„ DevOps Bootcamp ☁️ Cloud Engineering πŸ”’ DevSecOps πŸ›‘οΈ Cloud Security βš™οΈ Infrastructure Automation πŸ“‘ SRE & Observability πŸ€– AIOps & MLOps 🧠 AI Engineering πŸŽ“ ZOLS β€” Free Learning Company About Us Projects Careers Get in Touch
Homeβ€ΊProjectsβ€ΊRetail Chain
πŸ“Š DataOps
🏒 Retail Chain

400 Legacy Reports Migrated to Self-Service Snowflake Analytics

34/45Project Reference
16 weeksEngagement Duration
4 architectsZippyOPS Team
4Measurable Outcomes
The Challenge

What the Client Was Facing

A retail chain's BI team was running 400 SSRS reports off a SQL Server data warehouse that was 24 hours stale. The warehouse was maintained by a single contractor who was leaving. Report generation took 45 minutes for complex queries and the business had no self-service analytics.

Our Role

What ZippyOPS Was Engaged To Do

ZippyOPS was brought in to design and implement a solution addressing the root causes of the client's challenges β€” delivering measurable outcomes within a fixed engagement timeline. Our team worked embedded with the client's engineers throughout the entire project.

The Solution

How We Solved It

ZippyOPS built a modern data stack replacing the legacy warehouse with Snowflake, Fivetran for managed ingestion from 30 source systems, dbt for transformation and Metabase for self-service analytics. All dbt models were documented, tested and deployed through a CI/CD pipeline.

Technologies Used

Snowflake Fivetran dbt Metabase GitHub Actions Grafana Python Slack Great Expectations Git
The Results

Measurable Outcomes Delivered

βœ“

400 legacy reports migrated and 60 consolidated into self-service dashboards

βœ“

Query performance improved from 45 minutes to under 30 seconds

βœ“

Business users creating their own reports within 2 weeks of Metabase launch

βœ“

Single contractor dependency eliminated β€” platform managed by a 2-person internal team

Want Similar Results for Your Team?

Book a free consultation and let's discuss how ZippyOPS can deliver the same transformation for your organisation.

Scroll to Top