Vertex AI

5 use cases using this technology

5published use cases

5industries

4countries on record

Conversational AI

top AI capability

Evidence mix: High 5 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

5 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

Financial ServicesDocument IntelligenceConversational AINatural Language ProcessingAgentic AI

Berenberg's Gemini Enterprise transformation

Berenberg, Germany's oldest private bank (founded 1590, €39 billion AUM, 1,600 employees), is the first bank in Europe rolling out Gemini Enterprise bankwide with Google Cloud. Berenberg's AI journey began in 2018 with traditional ML for portfolio management, then in 2022 the bank built BegoChat, a custom AI assistant on Vertex AI, to aggregate and analyze broker reports, company filings, and news for equity portfolio managers, infused with Berenberg's proprietary investment frameworks. A similarly built tool generates the bank's daily 'Morning Mail' market briefing, with AI assistance producing content 85-90% faster with human review for quality and compliance. Berenberg later adopted NotebookLM for an 'Everyday AI' layer of document summarization, translation, and comparison, and is now rolling out Gemini Enterprise (formerly AgentSpace) across the bank starting in 2026, giving employees a marketplace of centrally managed generic and role-specific agents (Research, financial analysis, Due Diligence support).

Berenberg· GermanyVertex AI · NotebookLM · Gemini Enterprise

TelecommunicationsGenerative AIAgentic AIConversational AI

TELUS builds its Fuel iX generative AI platform on Google Cloud

Canadian telecom TELUS built Fuel iX, a proprietary generative AI platform on Google Cloud, giving more than 57,000 team members secure access to 40+ AI models, including Anthropic's Claude and Google's Gemini via Vertex AI. Employees have created over 13,000 custom AI solutions and 47 large-scale gen AI products, driving more than $90 million in benefits and 500,000+ hours of time savings to date, and TELUS's engineering teams now ship code 30% faster. TELUS extended Fuel iX to power its customer-facing GenAI support tool, which became the first gen AI tool in the world internationally certified in Privacy by Design.

TELUS· CanadaFuel iX · Vertex AI · Claude +1

Technology & SoftwareMachine LearningPredictive AnalyticsNatural Language Processing

Fifth Dimension unlocks insights and intelligence with Google Cloud

Fifth Dimension, founded in 2023, provides an AI platform combining machine learning, predictive analytics and natural language processing to uncover hidden patterns in real estate data, processing over 1TB of data per month by 2025. Facing scalability and cost problems with its original infrastructure, the company adopted Google Cloud, building its ML stack on Vertex AI (running Google Cloud Gemini and Anthropic Claude models), plus Cloud SQL, Cloud Run and Pub/Sub. This scaled processing capacity 50x to handle document-processing surges, supported 6x global client growth across multiple regions, and decreased infrastructure costs by 30% through serverless architecture. Model deployment time dropped from weeks to days, platform engagement tripled in 2025, and annual recurring revenue grew 6x in the same year.

Fifth Dimension· United KingdomVertex AI · Google Cloud Gemini · Anthropic Claude +3