Monitor Azure OpenAI
usage at work.
PromptGlass gives Azure OpenAI deployments the per-team cost attribution, prompt inspection and usage analytics that Azure billing alone does not show, and can be the approved destination that other AI traffic is rerouted to.
Azure OpenAI
OpenAI models hosted in your Azure subscription.
What PromptGlass sees
- ✓Cost per team and app across deployments
- ✓Prompt and response inspection
- ✓Model and deployment comparison
- ✓Throttling and quota events
Captured by
Why it matters
The Azure OpenAI questions security and finance ask
Costs land on one subscription with little team-level detail.
Internal apps built quickly may log or send more data than intended.
Several deployments with different models are hard to compare.
How Microsoft handles data you send to Azure OpenAI depends on your plan and their current terms. Review them directly. PromptGlass controls what leaves your organization, whatever plan you are on.
Three steps
From Azure OpenAI blind spot to governed tool
- 1
Discover
See every user of Azure OpenAI, which account type they use, and how often, from day one.
- 2
Protect
Turn on detectors for the data you care about and coach, redact or block it in Azure OpenAI prompts and uploads.
- 3
Optimize
Compare Azure OpenAI adoption and cost with the other AI tools in use, and right-size licenses and models.
Monitoring Azure OpenAI: FAQ
How do I monitor Azure OpenAI usage in my company?
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Deploy one of the PromptGlass sensors that supports Azure OpenAI: PromptGlass Gateway (proxy), SaaS API connector. Usage is tied to people and teams through your identity provider and shown in the PromptGlass console within hours.
Can PromptGlass stop sensitive data being shared with Azure OpenAI?
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Yes. PromptGlass inspects prompts and uploads to Azure OpenAI for personal data, health data, card numbers, secrets, source code and your own custom terms, then allows, coaches, redacts or blocks according to policy.
Can PromptGlass redirect consumer ChatGPT usage to our Azure OpenAI deployment?
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For API traffic, yes: a route policy can send OpenAI-compatible requests to your Azure OpenAI deployment. For browser use, the extension can coach users toward your internal chat app.
Does PromptGlass work with Azure OpenAI if we self-host?
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Yes. Every sensor reports to PromptGlass Cloud or to a self-hosted PromptGlass deployment on your own Kubernetes cluster, including air-gapped environments.
Monitor other AI tools
Azure OpenAI is a trademark of Microsoft. PromptGlass is not affiliated with or endorsed by Microsoft.
See every Azure OpenAI user in your organization.
Start a free 30-day AI usage assessment: a complete shadow AI inventory, the sensitive data leaving, and the AI seats you are paying for but not using.