PromptGlass vs Netskope
for workplace AI.
Security teams that run a security service edge often evaluate PromptGlass for generative AI specifically. PromptGlass can chain behind your existing SWG, adds AI-specific actions like redaction and model rerouting, and gives business leaders adoption and cost data that network tools are not built to produce.
Why teams add PromptGlass
Built only for AI usage
Chains behind your SWG
Send only AI-catalog traffic to PromptGlass. Nothing else changes in your network path.
AI-native actions
Redact and restore, coach with context, and reroute to an approved model instead of blocking.
Business analytics
Use cases, efficiency and seat utilization for CIOs and CFOs, not only security.
Endpoint and API coverage
Local models, IDE assistants and server-side LLM calls that never cross the SWG.
Evaluation checklist
Questions to ask any AI governance vendor
Here is how PromptGlass answers each one. Put the same questions to every vendor on your shortlist.
| Question | PromptGlass |
|---|---|
| Which AI interactions are covered: web, desktop, IDE, API and local models? | ✓All five, using four sensors (gateway, browser extension, endpoint agent and SaaS API connectors) that report into one timeline per user. |
| Can it tell personal accounts from corporate workspaces in the same AI app? | ✓Yes. Account type is recorded per interaction and can be used in policy. |
| What actions are available besides block? | ✓Log, coach, redact (with restore in the response) and reroute to an approved model, in addition to allow and block. |
| Does it measure AI adoption, efficiency and ROI, not only risk? | ✓Yes. Use-case clustering, prompt quality, re-prompt rates and time-saved estimates per team. |
| Does it find unused AI seats and duplicate AI subscriptions? | ✓Yes. Seat utilization for ChatGPT, Claude, Microsoft 365 Copilot and GitHub Copilot, plus overlap reports. |
| Can it govern API traffic from internal apps and agents? | ✓Yes. An OpenAI- and Anthropic-compatible gateway with virtual keys, budgets and routing. |
| Can it run fully self-hosted or air-gapped? | ✓Yes. Helm chart for Kubernetes, with an offline edition for air-gapped networks. |
| How is employee privacy protected? | ✓Pseudonymization by default, per-policy storage modes, four-eyes re-identification and regional data residency. |
PromptGlass vs Netskope: FAQ
Do we have to replace our SSE to use PromptGlass?
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No. PromptGlass is designed to chain behind an existing secure web gateway or to run with the browser extension only.
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Netskope is a trademark of Netskope. PromptGlass is not affiliated with or endorsed by Netskope. This page describes PromptGlass’s capabilities only. Ask each vendor to confirm how their product handles the questions above.
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