Cost Optimisation
GCP-Native. AI-Powered.
Most growing GCP environments accumulate waste nobody has time to find. We find it, fix it, and then deploy autonomous agents to make sure it never comes back, across infrastructure, BigQuery, and your AI workloads.
Your Cloud Bill Is Bigger Than It Needs to Be.
Unattached disks, over-provisioned VMs, BigQuery queries scanning full tables, and LLM agents sending 200K-token prompts for a yes/no decision. Every growing GCP environment accumulates waste. Most teams don't have time to find it. We do it systematically, then automate the watch.
Tools & Technologies
Six Ways We Cut Your Bill
BigQuery Cost Optimisation
Slot reservations, partition pruning, materialized views, and query rewrites. Audit every byte via INFORMATION_SCHEMA.JOBS, typical bill reduction of 50–70%.
Infra & Compute Rightsizing
VM rightsizing via Recommender API, Committed Use Discounts for predictable workloads, Spot VMs for batch jobs, and GKE node auto-provisioning, cloud spend matched to actual usage.
Stale Resources Audit & Governance
Detect unattached disks, idle IPs, orphaned snapshots, unused Cloud SQL instances, and zero-traffic Cloud Run revisions using Cloud Asset Inventory, then enforce labeling and lifecycle policies via Terraform.
Agentic Cost Monitoring
Autonomous agent on Google ADK that monitors your GCP Billing API + BigQuery billing export, detects anomalies before they become invoices, generates rightsizing recommendations, and pushes alerts to Slack via MCP connectors.
AI / LLM Cost Optimisation
Model routing (Flash for simple tasks, Pro for complex), prefix prompt caching (up to 75% token reduction), semantic response caching, context window trimming, and token burst throttling, deep AI FinOps on Vertex AI.
FinOps Dashboard & Alerts
Looker Studio dashboards backed by BigQuery billing export, showback by team, service, and label. Budget alerts, cost forecasting, and anomaly detection so nothing surprises you at month-end.
Find Out What You're Overpaying For.
Share your GCP billing export. We'll identify the top 5 savings opportunities in 48 hours, no commitment required.