BigQuery

BigQuery is Google Cloud's autonomous data to AI platform, automating the entire data life cycle from ingestion to AI-driven insights. Product highlights include AI-powered conversational and agentic experiences, a unified data and AI platform for analytics on multimodal data, and flexibility with low-cost ML and interoperability with open source. BigQuery offers up to 54% lower TCO versus cloud-based alternatives.

Official product page

2published use cases

2industries

2countries on record

Predictive Analytics

top AI capability

Evidence mix: High 2 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

2 use cases

RetailPredictive Analytics

OTTO improves demand forecasting accuracy up to 30% with Google Cloud's TiDE model

OTTO, a leading German ecommerce retailer, used Google Cloud's Time-series Dense Encoder (TiDE) model trained on Vertex AI and deployed on GKE to analyze multivariate time-series data such as seasonal demand patterns, pricing changes, and promotions. TiDE improved demand forecasting accuracy by up to 30%, helping OTTO reduce inventory costs, minimize stock-outs and overstocks, and support dynamic pricing, with particularly strong responsiveness for volatile products like iPhones versus more stable items like men's jeans.

OTTO· GermanyVertex AI · BigQuery · Google Kubernetes Engine (GKE)

InsuranceGenerative AIDocument IntelligenceConversational AIPredictive Analytics

From data migration to AI innovation: AXA Switzerland's digital transformation journey with Google Cloud

AXA Switzerland, the country's leading insurer serving over 40% of Swiss companies, migrated its data lake to Google Cloud in 2021 and built a cloud-native analytics foundation using BigQuery, Vertex AI, Cloud Run and Dialogflow. Query and processing times were reduced by over 95%, from days to minutes or seconds. The insurer uses generative AI as an assistant to human employees rather than for direct customer interaction, including natural language processing to translate and summarize complex documents such as court rulings and medical records -- cutting a task that took specialists 25 minutes down to seconds. Over 100 Google Cloud projects are now live in production across all business lines.

AXA Switzerland· SwitzerlandBigQuery · Vertex AI · Cloud Run +2