# Cast AI vs Finout

**Leader by Vioscale score:** Finout

| Attribute | Cast AI | Finout |
|---|---|---|
| **Vioscale score** | 17.3 (3% (low)) | 36.9 (60% (medium)) |
| deployment.options | - | `{"cloud":true}` |
| description.long | Infrastructure platform that optimizes Kubernetes cluster performance, including network traffic monitoring, vulnerability scanning, and multi-cluster topology management. | A FinOps platform that provides visibility across cloud, Kubernetes, and AI costs through unified tracking, real-time monitoring, and automated cost optimization workflows. Connects to billing accounts with no code required and routes optimization recommendations through existing approval systems. |
| features.capabilities | - | `{"iso_27001":true,"soc2_type_ii":true,"deployment_model":"saas","aws_billing_integration":true,"gcp_billing_integration":true,"anomaly_detection_alerts":true,"azure_billing_integration":true,"automated_ri_sp_management":true,"kubernetes_cost_allocation":true,"rightsizing_recommendations":true}` |
| integrations.count | 3 | 50 |
| integrations.list | `[{"name":"Google Cloud"},{"name":"Prometheus"},{"name":"Helm"}]` | `[{"name":"AWS"},{"name":"Azure"},{"name":"GCP"},{"name":"Oracle Cloud Infrastructure"},{"name":"Kubernetes"},{"name":"Snowflake"},{"name":"Databricks"},{"name":"Twilio"},{"name":"Confluent"},{"name":"Datadog"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Vertex AI"},{"name":"CircleCI"},{"name":"Slack"},{"name":"Jira"},{"name":"ServiceNow"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"web":true}` |
| pricing | - | `{"type":"subscription","sourceUrl":"https://www.finout.io/tools/aws-bedrock-pricing","retrievedAt":"2026-08-25T08:29:22.314Z"}` |
| pricing.model | commercial | commercial |
| pricing.price_level | - | unknown |
| pricing.transparent | - | no |
| reliability.sla_pct | - | 98 |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |

## Capabilities (Cost Management Finops)

| Capability | Cast AI | Finout |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | - | Saas |
| Aws billing integration | - | ✓ |
| Gcp billing integration | - | ✓ |
| Azure billing integration | - | ✓ |
| Kubernetes cost allocation | - | ✓ |
| Anomaly detection alerts | - | ✓ |
| Rightsizing recommendations | - | ✓ |
| Automated ri sp management | - | ✓ |
| Active auto scaling | - | - |
| Ci cd cost estimation | - | - |
| SOC2 type ii | - | ✓ |
| ISO 27001 | - | ✓ |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T14:47:09.235Z. "-" = undocumented, not absent.*