Features
Everything in the daily cost loop.
Anomaly detection, attribution, forecasts, and remediation — built for finance and platform teams running AWS, Azure, GCP, or StackIT.
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Daily anomaly detection
Each service and account is compared against a 90-day rolling baseline. NAT transfer spikes, RDS class drift, and expired reservations surface before the invoice closes.
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Team attribution
Spend maps to owners via tag policy, account rules, and regex on resource ARN. Un-tagged spend is listed separately so finance can assign owners.
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Forecasts and budgets
Run-rate projections and monthly budget tracking, with threshold alerts that repeat as spend climbs — delivered by email, Slack, Microsoft Teams, or webhook.
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Four-cloud coverage
Normalized cost view across AWS, Azure, GCP, and StackIT. Same anomaly format and owner path; per-cloud billing nuance is preserved.
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Rightsizing playbooks
Remediation options for idle resources, savings plans, reserved instances, and CUD commitments — with dollar impact per finding.
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Read-only collectors
AWS IAM role, Azure service principal, GCP service account, or StackIT project token. No agents, no write access, about 10 minutes to connect.
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Budget alerts
Set a budget threshold and get notified the moment spend crosses it, with repeat alerts as it climbs — by email, Slack, Microsoft Teams, or webhook, all using your own credentials.
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Un-tagged spend cleanup
Resources missing required tags are grouped by account and service so owners can fix policy gaps before allocation reports go to finance.
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Export for finance close
Monthly attribution and forecast summaries export for your close process — same numbers shown in the dashboard, no manual spreadsheet rebuild.
The platform
The platform surfaces.
Cost is the wedge most teams come in for. The same read-only access opens inventory, lifecycle, multi-tenant, and the MCP server for AI agents.
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Resource inventory
Every VM, database, storage account, load balancer, and managed service across AWS, Azure, GCP, and StackIT. Tagged with owner, age, last-touched timestamp, and monthly run-rate cost — filterable, exportable, scriptable through the API.
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VM and AVD lifecycle
Schedule, snapshot, resize, deallocate, and de-provision. AVD session host pool management with cost impact preview before each action. Approval workflow for the actions that cost real money.
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Multi-tenant via Lighthouse
Manage delegated subscriptions for your customers from one control plane. Per-customer scoping, per-customer tagging, per-customer billing aggregation. AWS Organizations and GCP folder IAM cover the same ground on those clouds.
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EA billing reconciliation
Reconcile your enterprise agreement, MCA, or AWS Enterprise Agreement against the resources actually in use. Surface unused commitment, unconverted reservations, and spend categories that drift outside the negotiated schedule.
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MCP server for AI agents
Cloud Horizons exposes inventory, costs, anomalies, forecasts, Azure APIM, and StackIT project data as MCP tools. Teams query provider context through one authenticated endpoint with scoped tokens and audit logs.
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Anomaly and cost alerts
Spend-anomaly detection — the latest day against your trailing baseline — plus budget-breach alerts, routed to the channels you configure: email (Microsoft Graph or Azure Communication Services), Slack, Microsoft Teams, or a webhook. You bring the credentials; we are never in your mail path.
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Azure APIM monitoring
Assisted Azure API Management setup for service state, API inventory, subscription key health, and Azure Monitor metrics. Integrated into the platform workspace after customer access is verified.
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Operations audit trail
Azure APIM, App Gateway, Advisor, Service Health, Monitor, Cost Management, and Resource Graph are grouped with AWS, GCP, and StackIT cost context so each recommendation has source data behind it.
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StackIT monitoring
Cost Management, project inventory, OpenStack compute instances, and S3-compatible object storage in one view. Built for EU sovereignty and DACH compliance workloads on the Schwarz Group sovereign cloud.
Integrations
Integrations.
We read what the cloud already publishes. No agents, no sidecars, no custom CRDs in your cluster. Read-only by default; write scopes opt-in per cloud.
- AWS — Cost Explorer, Compute Optimizer, Trusted Advisor, Organizations.
- Azure — Cost Management, Advisor, Lighthouse, Entra ID, Policy.
- GCP — Billing API, Recommender, Asset Inventory, folder IAM.
- StackIT — Cost API, inventory, project service accounts.
- Slack and Microsoft Teams — budget and anomaly alerts via an incoming webhook.
- PagerDuty — incident routing for spend anomalies above threshold.
- Opsgenie — alternative incident routing for Atlassian shops.
- Terraform — read-only state import for tagging gap detection.
- Webhooks — JSON POST per alert, with an optional bearer token, to your tooling or your own SMTP relay.
- API and MCP — the same surface for humans, scripts, and AI agents.
How it works.
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Connect
10-minute read-only setup. AWS IAM role, Azure service principal, GCP service account, or StackIT project token. No agents, no infrastructure changes.
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See
Daily anomaly scan, attribution by team and service, and forecast for the next billing period. The first useful insight lands within an hour of sync.
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Act
Remediation playbooks per anomaly type — RI, savings plan, CUD, and idle resource cleanup with dollar value attached to each finding.
See your own numbers.
Connect one read-only cloud scope and review anomalies against your 90-day baseline.