Building your own DIY agent for incident resolution?

→

Building your own DIY agent for incident resolution?

→

Understand what to look out for.

Building your own DIY agent for incident resolution?

→

Understand what to look out for.

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.

Secondary action

Book a technical deep dive

Recurring operations work

Triage this week's cost movers without paging FinOps

Secondary action

Book a technical deep dive

Recurring operations work

Triage this week's cost movers without paging FinOps

Secondary action

Book a technical deep dive

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.

Weekly cadence

Runs every Monday or any cadence your finance and platform leads prefer. On-demand on a question.

Explore Scheduling

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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.

See integrations

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AWS Cost Explorer

Daily cost by service, account, region, usage type and tag. Read-only IAM, no data egress.

See integrations

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Azure Cost Management

Equivalent for Azure subscriptions, by subscription, resource group and meter.

See integrations

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Azure Cost Management

Equivalent for Azure subscriptions, by subscription, resource group and meter.

See integrations

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Workload signals

Prometheus and kubectl, used to correlate cost deltas with deployments, traffic shifts and replica changes.

See integrations

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Workload signals

Prometheus and kubectl, used to correlate cost deltas with deployments, traffic shifts and replica changes.

See integrations

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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.

Top five deltas

The week's largest absolute and percentage movements, by service and account, with prior-period baselines.

Top five deltas

The week's largest absolute and percentage movements, by service and account, with prior-period baselines.

Likely driver

Feature rollout, traffic spike, idle resources, pricing change or anomaly. Backed by the corresponding workload signal.

Likely driver

Feature rollout, traffic spike, idle resources, pricing change or anomaly. Backed by the corresponding workload signal.

Owner attribution

The service owner identified from Kubernetes labels, your service catalogue or commit history.

Owner attribution

The service owner identified from Kubernetes labels, your service catalogue or commit history.

Suggested action

Right-size, scale down idle, raise an investigation ticket, or accept and budget. One recommendation per finding.

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.

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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.

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Audit dangerous RBAC bindings

Every binding granting cluster-admin or wildcard verbs across every cluster, with subject attribution and change history.

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Audit dangerous RBAC bindings

Every binding granting cluster-admin or wildcard verbs across every cluster, with subject attribution and change history.

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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.

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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.

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Run a cost-movement pass against your accounts

Book a technical deep dive

See the control architecture