Architecture, GKE, data platforms, and serverless on Google Cloud.
Fremen Consulting provides Google Cloud consulting — GKE cluster design, BigQuery data platforms, Cloud Run serverless architecture, migration planning, and GCP cost optimization for data and application teams.
Problems we solve for businesses like yours
Teams default to Compute Engine when Cloud Run or GKE would reduce ops burden and cost. Without architecture guidance, GCP's strengths stay untapped.
Ungoverned datasets, runaway query costs, and missing IAM policies turn BigQuery from an asset into a billing surprise.
GCP environments diverge from AWS or Azure standards, creating fragmented tooling, duplicate skills, and compliance gaps.
Solutions tailored to your industry and growth goals
Production GKE clusters or Cloud Run services with CI/CD, workload identity, and networking aligned to your application needs.
BigQuery warehouse design, dbt integration, IAM governance, and cost controls for analytics and ML feature stores.
Workload assessment, migration execution, and committed use discount strategy for sustained cost reduction.
Technologies and platforms we work with in this space
Measurable outcomes from projects in this space
Designed and deployed a governed BigQuery data platform with dbt pipelines, reducing report generation time by roughly 80%.
Clear answers to common questions in this industry
We provide GKE cluster design, Cloud Run serverless architecture, BigQuery data platform setup, GCP migration, Vertex AI integration, and cost optimization consulting.
Yes. GKE is a primary Kubernetes platform we deploy and manage, including autopilot and standard modes, with GitOps via Argo CD.
Yes. We implement slot reservations, query cost controls, partitioning and clustering strategies, and IAM policies to govern dataset access and spending.
Yes. We integrate Vertex AI for model hosting, feature stores, and pipeline orchestration alongside BigQuery ML workflows.
Architecture and landing zone setup takes four to eight weeks. Data platform and migration programs vary from two to six months depending on scope.
Tell us about your business and goals. We will recommend the right approach for your industry, timeline, and budget.