Amber Mobile modernized its data lake and warehouse on Google Cloud and integrated AI/ML to deliver real-time insights, improve computer vision inspection and prediction accuracy, and automate document information extraction at scale.The customer story describes use of BigQuery, Cloud Storage, Dataproc, Cloud Composer, Vertex AI, Document AI, BigQuery ML, Looker Studio, and GKE/Ray on GKE.
Agnes AI is an AI-native collaborative workspace platform headquartered in Singapore, designed to bring AI into everyday productivity, entertainment, and social interaction experiences.The company migrated from a traditional cloud setup to Google Cloud to remove data silos and support an AI-native architecture with unified data, continuous memory, and global scalability.Core business data is centrally managed in Cloud SQL and connected in real time to Gemini-backed inference workflows in Vertex AI so AI agents can use both live and historical context. Gemini Flash is used for low-latency multimodal inference.The platform also runs on Google Kubernetes Engine and Compute Engine, with Cloud CDN, Google Cloud Armor, and Cloud Identity and Access Management supporting performance and security.