Pub/Sub

2 use cases using this technology

2published use cases

2industries

1countries on record

Machine Learning

top AI capability

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

Industry

2 use cases

Financial ServicesDocument IntelligenceMachine Learning

Lloyds Banking Group cuts mortgage income verification from days to seconds with ML

Lloyds Banking Group, the UK's largest digital bank, migrated 15 modelling systems from on-premise infrastructure to Google Cloud's Vertex AI (now Agent Platform), giving over 300 data scientists and AI developers scalable machine learning capabilities. In six months the bank ran 80 new ML experiments and launched 18+ GenAI systems into production, including an algorithm that reduces the income verification step in mortgage applications from days to seconds. The migration also cut unplanned ML platform downtime to zero and saved 27 CO2 tonnes of operational emissions.

Lloyds Banking Group· United KingdomGoogle Cloud Vertex AI · Gemini Enterprise Agent Platform · BigQuery +5

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