Google Cloud Platform provides: compute (GCE, GKE, Cloud Run), data (BigQuery for analytics, Cloud SQL, Firestore, Dataflow for streaming), AI/ML (Vertex AI, pre-trained APIs), and infrastructure (VPC, Cloud CDN, Cloud Armor). GCP excels in data analytics (BigQuery), Kubernetes (GKE — Google invented K8s), and AI/ML workloads.
GCP is typically chosen by: enterprises with BigQuery-centric data architectures, organizations prioritizing Kubernetes-native workloads (GKE is the most mature managed K8s), and multi-cloud strategies combining Azure for Microsoft workloads with GCP for analytics.