TalonAI

How TalonAI Works

Understanding the architecture and flow of TalonAI's security gateway.

Architecture Overview

TalonAI acts as a security layer between your application and LLM providers. Every request passes through our gateway where it's analyzed for threats before reaching the AI model.

Your App
→
TalonAI Gateway
→
LLM Provider

Request Flow

  1. Intercept - Your application sends a request to TalonAI instead of directly to the LLM provider
  2. Analyze - TalonAI scans the request for prompt injection, jailbreaks, PII, and policy violations
  3. Decide - Based on analysis, the request is either allowed, modified, or blocked
  4. Forward - Clean requests are forwarded to the LLM provider
  5. Scan Response - The LLM response is also scanned for sensitive data
  6. Return - The safe response is returned to your application

Detection Layers

1. Prompt Injection Detection

ML models trained to detect malicious prompt manipulation attempts

2. Jailbreak Prevention

Identifies attempts to bypass LLM safety guidelines

3. PII Detection

Scans for sensitive personal information like SSN, credit cards, emails

4. Content Policy

Enforces your custom content rules and compliance requirements

Latency

TalonAI adds minimal latency to your requests - typically under 50ms for analysis. Our globally distributed infrastructure ensures fast response times regardless of your location.