FireTail reads AI usage by meaning, scores every topic by risk, and turns any topic into a guardrail that enforces on intent, in real time.
Most AI controls match words or block whole tools. They miss intent, raise false positives, and break the moment a prompt is rephrased or written in another language. The same assistant that drafts an email can be asked for legal advice, hiring decisions or confidential strategy. Guardrails need to understand what a conversation is about.
Three steps, with no taxonomy to build first.
FireTail groups every prompt by meaning and surfaces the topics your workforce actually raises with AI, automatically.
Each topic is scored by risk, so sensitive subjects stand apart from routine ones and you know where to focus.
Describe a topic in plain language and FireTail turns it into a guardrail. It acts as the prompt is sent and shows the user a clear reason.
Start with what FireTail finds and provides, then add your own.
The subjects your people raise with AI, surfaced automatically from real usage and grouped by meaning.
Ready-made topics mapped to the EU AI Act, the OWASP LLM Top 10, the OWASP Agentic AI Top 10 and NIST, each with a risk score.
Define your own topics in plain language. FireTail generates sub-topics and examples, so coverage is broad from the start.
Guardrails that improve with use, and insight that goes beyond security.
When a prompt matches a topic, it becomes a new example, so each guardrail improves with real use. Sensitive content such as email addresses is masked before anything is stored.
The same topic layer shows how your organization really uses AI: where teams need training, who your strongest AI users are, and which use cases are emerging. It's prompt intelligence from the record you already keep.
See consumption and usage insights →Apply guardrails globally or to a group, employee or device, and set enforcement for each platform and capability. When more than one applies, the narrowest scope wins.
We don't put a tool in front of a client until we've run it ourselves. We deployed FireTail across our own workforce first. It found the shadow AI we suspected was there, gave us real policy at the point of use, and stood up in days. That's why we recommend it.

See topic-based guardrails run against your own AI traffic.
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