Connect Data¶
CloudVerse becomes useful when billing, inventory, telemetry, and workflow systems are connected. Start with one cloud provider, then add data platforms, AI sources, observability, and collaboration tools.
Connect CUR, accounts, inventory, recommendations, and AWS commitment data.
Cloud AzureConnect billing exports, subscriptions, resource inventory, and reservations.
Cloud Google CloudConnect billing export, projects, resources, and committed-use discounts.
Data SnowflakeIngest warehouse, query, storage, and usage facts for data cost optimization.
Data DatabricksAnalyze workspace, cluster, pipeline, and query cost drivers.
AI AI platformsConnect Anthropic, OpenAI, Mistral, xAI, and more to bring token and model usage into AI Economics.
Integration categories¶
| Category | What it adds | Guides |
|---|---|---|
| Cloud providers | Billing, inventory, commitments, resource metadata | AWS, Azure, GCP, Alibaba, Oracle, Huawei, Tencent |
| Data platforms | Warehouse, query, pipeline, storage, and capacity facts | Snowflake, Databricks |
| Observability | Utilization and telemetry signals | Datadog |
| AI platforms | Token, model, and provider usage signals | AI platforms (Anthropic, Mistral, xAI, DeepSeek, Z.ai, Kimi, MiniMax, Hugging Face, LangSmith, Groq, Cohere, Together, Fireworks, OpenAI-compatible endpoints), OpenAI |
| Collaboration | Alert routing, ticketing, approval, and ITSM workflows | Slack, Teams, Jira, ServiceNow |
Setup pattern¶
- Open Settings > Integrations.
- Select the provider or platform.
- Choose the authentication method and complete provider-side setup.
- Start discovery or ingestion.
- Verify status, last sync time, and any permission warnings.
- Open the related product area, such as Cost Explorer, Data Platform, or AI Economics.
Verification checklist¶
- Billing data appears for the expected date range.
- Resource inventory is present for the expected accounts, subscriptions, or projects.
- Tags and labels are visible for allocation workflows.
- Usage telemetry is connected for recommendations that require it.
- Notification or ticketing tools can receive a test message.
See Integration setup issues if a connection shows errors or data does not appear after setup.