Engine · Interception Layer

Intercept Any AI Model

GPT-4, Claude, Gemini, Llama, Mistral, Cohere, DeepSeek, and internal models, all intercepted, all verified. Xybern sits between model outputs and your users.

Multi-model interception dashboard
GPT-4 Claude Gemini Llama Mistral Cohere DeepSeek Custom

Capabilities

Universal interception for any AI model.

Universal Compatibility

Works with any foundation model via API interception. No model modifications required.

  • Any Foundation Model
  • API-Level Interception
  • Zero Model Changes

Pre-Delivery Gate

Every output is captured before reaching the end user. Nothing passes without verification.

  • Output Interception
  • Pre-Delivery Scoring
  • Automatic Blocking

Model Comparison

Run the same query against multiple models. Compare trust scores and governance compliance side by side.

  • Side-by-Side Comparison
  • Trust Score Ranking
  • Governance Delta Analysis

How Interception Works

Xybern intercepts AI outputs at the API layer before they reach end users.

01

API Call Intercepted

Every AI model API call passes through the Xybern interception layer. No changes to your existing integration.

02

Claims Decomposed

The output is broken into individual claims. Each claim is mapped to evidence sources.

03

Score Generated

A deterministic trust score is generated. Outputs are delivered or blocked based on governance rules.

API Request

GPT-4 / Claude / Gemini / Llama / Custom

Xybern Interception Layer

Decompose → Verify → Score → Govern

Verified Output

Trust scored · Governance checked · Delivered to user

Any Model

Universal Support

GPT-4, Claude, Gemini, Llama, Mistral, and more.

< 200ms

Latency Overhead

Near-zero impact on response time.

Zero Changes

To Your Code

Drop-in interception. No model modifications.

100%

Output Coverage

Every output verified before delivery.

API Integration

Universal Verification Endpoint

A single API call intercepts and verifies any model output. Works with any provider, just send the output through Xybern.

Model-agnostic, same endpoint for every provider
Returns trust score, claim breakdown, and governance flags
Automatically recorded in Provenance Vault
POST /api/v1/verify
{
  "content": "The contract expires on...",
  "model": "gpt-4",
  "context": "legal-review"
}

// Response
{
  "trace_id": "trc_9f8a7b6c",
  "trust_score": 0.94,
  "claims": 5,
  "verified": 4,
  "flagged": 1,
  "governance": "PASS"
}

Integration Methods

Choose the integration path that fits your architecture.

API Gateway

Route all model traffic through the Xybern gateway for automatic interception.

SDK

Drop-in Python/Node SDK wraps your existing model calls with verification.

Proxy Mode

Transparent proxy sits between your app and model API, zero code changes.

Webhook Callbacks

Async verification via webhook. Get results posted to your endpoint.

Intercept Every Model

Deploy universal AI interception across your entire model stack.