Google Cloud Platform (GCP) — Data & AI Cloud

GCP — the full form is Google Cloud Platform — is Google's enterprise cloud offering with over 150 services for compute, storage, data analytics, machine learning, and networking. GCP leads the industry in serverless data warehousing with BigQuery, container orchestration with GKE, and AI/ML capabilities with Vertex AI. For data-intensive organizations, GCP is often the strongest choice. Opsio's GCP managed services cover the entire platform: GKE cluster operations with Autopilot mode, BigQuery administration and slot optimization, Vertex AI model serving, Cloud Run serverless containers, Cloud SQL and Spanner databases, and security operations using Security Command Center, Cloud Armor, and Chronicle SIEM — all managed with Google SRE practices including SLOs, SLIs, and error budgets.

Our Google Cloud consulting services help organizations adopt GCP for new workloads or migrate from AWS and Azure. We build GCP DevOps pipelines using Cloud Build, Artifact Registry, and Terraform-based infrastructure-as-code to ensure consistent, repeatable deployments across every environment from development through production.

BigQuery cost management is where most GCP clients need immediate help. We optimize slot reservations, implement materialized views, configure BI Engine caching, and enforce query governance policies. Clients typically reduce BigQuery costs by 30-50% within the first month while improving query performance through partition pruning and clustering strategies.

GKE operations require Kubernetes expertise combined with GCP-specific knowledge. We configure Autopilot for hands-off node management, workload identity for secure pod authentication, network policies for microsegmentation, and horizontal pod autoscaling tuned to your traffic patterns. Our SRE team monitors cluster health around the clock with custom SLO dashboards.

Security on GCP follows a defense-in-depth model. We deploy Security Command Center for vulnerability detection, Cloud Armor for WAF and DDoS protection, VPC Service Controls for data exfiltration prevention, and Chronicle SIEM for threat investigation. Compliance monitoring covers CIS Benchmarks, GDPR, SOC 2, and ISO 27001 with automated policy enforcement using Organization Policy constraints.