Launched Wiv Air, which manages AI usage and enforces budgets per employee, team and API key across OpenAI, Anthropic and Cursor (19 Oct 2026). Source
| Hard budgets (team / key / user) (scored) | partial Wiv Air (launched 19 Oct 2026) restricts premium models at a threshold and pauses access through the provider's API at the cap, per employee or per API key (OpenAI, Anthropic, Cursor). It is not in the request path: no gateway or proxy, so enforcement follows reported usage |
|---|---|
| Rate & spend limits (scored) | n/a Not in the request path |
| Cost attribution / chargeback tags (scored) | yes AI spend by provider, model, team, project and user; token-type (input/output/cache) analysis. Wiv Air maps employee usage to teams and departments through IdP sync such as Entra ID Source: wiv.ai/wiv-for-ai-cost |
| FOCUS export (scored) | partial version: ingest only Ingests Azure FOCUS cost exports (daily Parquet); no FOCUS export documented |
| EU data residency option (scored) | unknown GDPR compliance is claimed, but no EU hosting option was found |
| Public pricing (scored) | partial |
| Open source | no Commercial SaaS sold on AWS Marketplace |
| Hosting | SaaS AWS Marketplace delivery method: Software as a Service |
| Supported providers / models | 5+ AI providers OpenAI, Anthropic, Amazon Bedrock, Azure OpenAI, Vertex AI; Wiv Air also connects Cursor Source: wiv.ai/wiv-for-ai-cost |
| Caching | n/a |
| Export destinations (cost/usage data) | partial API/MCP, webhooks, Jira/ServiceNow DataStores via API/MCP; workflows push to Slack, Teams, Jira, ServiceNow, email and webhooks (https://wiv.ai/wiv-for-ai-cost) Source: wiv.ai/core-features |
| Closed-loop enforcement | yes Wiv Air restricts premium models at a threshold and pauses access through the provider API at the cap, per employee or API key (OpenAI, Anthropic, Cursor); not in the request path. Launched 19 Oct 2026 |
| Pricing model | Tiered monthly plans by managed cloud spend and workflow volume (AWS Marketplace) |
| Public price points | Starter $6,000/mo (up to $5M cloud spend, 10 workflows, 100 executions/mo); Pro $15,000/mo (up to $15M, 20 workflows, 300 executions); Premium $45,000/mo (up to $50M, 30 workflows, 600 executions). Whether Wiv Air or AI cost features are included is not stated |
Not verified yet: EU data residency option. "unknown" means we could not confirm it in public sources. Vendors can send evidence to update a cell; see get verified. Verification never changes the scoring rules.