Cost Optimisation
GCP-Native. AI-Powered.
Most GCP bills have 40–60% waste hidden inside them. 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.