Module / Topic: GCP

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Music Streaming Service: Personalization at Catalog + Listener Scale
A music streaming service rebuilt personalization on Google Vertex AI. Skip-rate down 18%; daily active listening time up 24%.
Genomic Research Lab: Genomic Data Platform on Azure + Vertex AI
A genomic-research lab built a multi-cloud genomic-data platform. Researcher time-to-results: weeks → hours; HIPAA + IRB compliance maintained.
Streaming Platform: ML-Driven Personalization on Google Vertex AI
A streaming media platform built ML-driven personalization on Google Vertex AI. Watch time per session up 22%; subscriber churn down 11%.
Global Reinsurer: Catastrophe Modelling on Snowflake + Vertex AI
A global reinsurer rebuilt catastrophe modelling on Snowflake + Google Vertex AI. Model run-time reduced 14×; new exposure analysis turnaround days → hours.
B2B SaaS: GCP-Based Customer Analytics Stack
A B2B SaaS company built a GCP analytics stack (BigQuery + Looker) for product + revenue analytics. Time-to-insight: weeks → hours.
Global Conglomerate: Multi-Cloud Operating Model Across AWS + Azure + GCP
A global manufacturing conglomerate with operations on all three clouds built a unified multi-cloud operating model. Per-cloud sprawl down 60%; cross-cloud visibility unified.
The Multi-Cloud Decision Framework: When to Federate, When to Consolidate
A decision framework for multi-cloud strategy — when consolidation wins, when federation wins, and how to structure workload routing rules.
Specialty Retailer: GCP-Based Customer Analytics Platform
A specialty retailer rebuilt its customer analytics platform on Google Cloud (BigQuery + Vertex AI). Personalization model accuracy up 34%; campaign ROAS up 22%.