How Vizzybl protects your data

Learn how Vizzybl screens every AI interaction for harmful content, prompt attacks, and data leakage.

How Vizzybl protects your data

Every prompt you send and every AI response you receive passes through Vizzybl's real-time safety screening layer before it reaches you or the AI engine.

What we screen for

Vizzybl automatically inspects all interactions across four threat categories:

  • Prompt injection and jailbreak attempts — Detects attempts to manipulate AI models into ignoring safety guidelines or producing unauthorized outputs.
  • Harmful content — Filters responses containing dangerous, hateful, harassing, or sexually explicit material before they reach your dashboard.
  • Malicious URLs — Identifies dangerous links in AI responses so compromised URLs never surface in your results.
  • Data leakage — Prevents sensitive information — including personally identifiable information (PII) and proprietary data — from being exposed in AI interactions.

How screening works

Vizzybl's safety layer sits between your prompts and the AI engines. It screens traffic in both directions:

  1. Before the AI engine sees your prompt — Your input is inspected for injection attacks and harmful content.
  2. Before you see the response — The AI engine's output is screened for harmful material, malicious links, and data leakage.

This two-way inspection runs in real time and does not store the content of your prompts or responses.

Content safety categories

AI responses are evaluated against these safety categories, each with configurable confidence thresholds:

CategoryWhat it catches
Dangerous contentInstructions or promotion of harmful activities
HarassmentThreatening, intimidating, or abusive language targeting individuals
Hate speechContent promoting discrimination based on protected characteristics
Sexually explicitInappropriate sexual content in AI responses

Note: Child safety protections are always active and cannot be disabled.

What happens when a threat is detected

When the safety layer identifies a risk, it takes action based on the severity:

  • Low-confidence matches are flagged for review without blocking the response.
  • High-confidence matches are blocked before reaching your dashboard.

This approach balances safety with usability — you see clean, relevant AI responses without unnecessary interruptions.

Your data stays private

Vizzybl's screening layer processes interactions in real time without persisting prompt or response content. Your data passes through the safety checks and is not retained by the screening infrastructure.

Next steps