Weekly cadence
Runs every Monday or any cadence your finance and platform leads prefer. On-demand on a question.
Recurring operations work
Triage this week's cost movers without paging FinOps
Hyground pulls AWS Cost Explorer, Azure Cost Management or your GCP billing export, decomposes the week's largest deltas by service, account and SKU, explains the likely drivers, and routes the findings to the responsible team.
The artefact
A weekly cost-movement brief, with named owners
Every Monday morning starts with the same question: why is the bill up this week, what changed, and whose service is it. Hyground encodes that triage as a deterministic workflow so the answer is sitting in your inbox before the platform lead opens their laptop.
Top deltas with cause
The five largest week-over-week movements, with the likely cause attributed to a change, a feature rollout or a traffic shift.
Owner routing
Each finding routed to the team that owns the service driving the cost, with the underlying queries pinned.
What the agent reads
The same APIs your finance team already pays for
No third-party FinOps platform. Hyground reads the cost API of your cloud and correlates the deltas with workload activity in your own observability stack.
AWS Cost Explorer
Daily cost by service, account, region, usage type and tag. Read-only IAM, no data egress.
Azure Cost Management
Equivalent for Azure subscriptions, by subscription, resource group and meter.
Workload signals
Prometheus and kubectl, used to correlate cost deltas with deployments, traffic shifts and replica changes.
What you get back
A brief you can forward without rewriting
The structure your CFO or your platform lead expects: numbers, then the cause, then the suggested action, with the evidence behind each.
01
Top five deltas
The week's largest absolute and percentage movements, by service and account, with prior-period baselines.
02
Likely driver
Feature rollout, traffic spike, idle resources, pricing change or anomaly. Backed by the corresponding workload signal.
03
Owner attribution
The service owner identified from Kubernetes labels, your service catalogue or commit history.
04
Suggested action
Right-size, scale down idle, raise an investigation ticket, or accept and budget. One recommendation per finding.
Sovereign AI SRE Agent in your perimeter
Hyground is not SaaS. Hyground works as a bring-your-own-chart and bring-your-own-model, without sending any data back to us. This way, Hyground complies with highest security and data compliance standards in the AI SRE space. It speeds up incident resolution with automatic RCA and your daily work, both. Trusted by industry giants.
Related use cases
Other recurring operations work
Right-size your clusters every week
Identify over- and under-provisioned workloads against 30 days of real usage, with the monthly cost delta and HPA recommendations.
Sweep TLS certificates expiring this month
Every cert-manager Certificate object expiring within 30 days, grouped by owner, with the renewal state per cert.
Run recurring operations work as code
Codify the operations work senior engineers repeat every week and let Hyground execute it deterministically with a full audit trail.
Run a cost-movement pass against your accounts
Connect a read-only IAM role and Hyground will produce your first weekly brief against last week's data. We walk through it with your FinOps and platform leads.