Loading...
private.me Docs
Get Azure AI xLink
private.me · Technical White Paper

Identity-Based Authentication for Azure AI Services

Replace API keys in Azure OpenAI, Cognitive Services, and Azure ML with cryptographic identity. Zero-config setup, enterprise-grade access control, no cascading failures.

603× faster auth Zero cascading failures 0.36ms overhead Azure compliance ready
Section 01

Quick Start (15 seconds)

integrate into your existing applications with a single npm install. Works with any framework.

Get started with Azure AI xLink in 15 seconds. Replace Azure API keys with cryptographic identity for OpenAI, Cognitive Services, and Azure ML.

Installation
npm install @private.me/azure-ai-xlink
Basic Usage
import { AzureXLinkClient } from '@private.me/azure-ai-xlink';

// Create Azure client with identity (no API keys)
const client = new AzureXLinkClient({
  endpoint: 'https://yourservice.openai.azure.com/',
  service: 'openai',  // or 'cognitive-services', 'ml'
});

// Call Azure OpenAI (identity-based auth)
const response = await client.chat({
  model: 'gpt-4',
  messages: [{ role: 'user', content: 'Hello' }],
});

// No API keys, no OAuth tokens, no cascading failures
THAT'S IT
No API keys to manage, no token refresh logic, no credential rotation. The client generates a cryptographic identity automatically and authenticates with Azure services via xLink.
Section 02

The Problem: Cascading Failures

Azure API keys create cascading failure points. One expired key can restart hundreds of AI agents simultaneously, causing synchronized outages across your infrastructure.

Credential Type Cascading Failure Impact
Azure OpenAI Key 500 agents restart simultaneously
Cognitive Services Key Text/vision/speech pipelines break
Azure ML Key Model inference pipelines fail
Service Principal Token OAuth refresh floods auth server
Managed Identity Token Token expiry synchronized across fleet

The core issue: Every Azure service requires independent credentials. When one expires, hundreds of dependent services fail simultaneously. This is the cascading failure problem.

REAL INCIDENT
One expired Azure OpenAI key restarted 500 AI agents at 3am. Auth server flooded with 54,853ms response times. xLink eliminates this entire class of failures with identity-based authentication.
Section 03

Solution: Identity-Based Authentication

xLink replaces all Azure credentials with cryptographic identity. No API keys, no OAuth tokens, no service principals. Zero cascading failures.

603×
Faster Auth
Zero
Cascading Failures
0.36ms
Auth Overhead
73.4%
Faster E2E

Why xLink for Azure AI

Eliminate cascading failures: Azure OpenAI, Cognitive Services, and Azure ML all require separate API keys. When one expires, dependent services fail. xLink identity-based auth has no expiry — cascades cannot happen.

Zero credential management: No key rotation, no token refresh, no service principal renewal. Identity is cryptographically derived, never expires.

Benchmarked performance: 91ms vs 54,853ms (603× speedup). Real incident: one expired key caused 500 simultaneous restarts. xLink auth overhead: 0.36ms.

Section 04

Features

Supported Azure Services

Service API Coverage Use Case
Azure OpenAI Chat, Completions, Embeddings LLM inference, RAG pipelines
Cognitive Services Text, Vision, Speech, Language Document intelligence, OCR, sentiment
Azure ML Model deployment, batch inference Custom models, ML pipelines

Zero-Config Identity

Automatic Identity Generation
const client = new AzureXLinkClient({ endpoint, service: 'openai' });
// Automatically:
// - Generates cryptographic key pair
// - Creates decentralized identifier (DID)
// - Registers with trust registry
// - Ready for Azure authentication

Multi-Service Support

Multiple Azure Services
// Azure OpenAI
const openai = new AzureXLinkClient({ endpoint, service: 'openai' });
const chat = await openai.chat({ model: 'gpt-4', messages });

// Cognitive Services (Text Analytics)
const cognitive = new AzureXLinkClient({ endpoint, service: 'cognitive-services' });
const sentiment = await cognitive.analyzeSentiment({ documents });

// Azure ML (Model Inference)
const ml = new AzureXLinkClient({ endpoint, service: 'ml' });
const prediction = await ml.predict({ modelId, input });

Identity Persistence

Export and Restore Identity
// Export identity
const identity = await client.exportIdentity();
// Store securely (Azure Key Vault, OS keychain)...

// Restore later
const restored = await AzureXLinkClient.fromIdentity(identity.value, { endpoint, service });
// Same DID, same access rights
Section 05

Use Cases

Enterprise AI
LLM Inference Pipelines

Replace Azure OpenAI API keys with identity-based auth. No token refresh, no cascading failures. 500 agents authenticated with zero key rotation. Identity persists across deployments.

zero cascades
Document Intelligence
OCR and Text Extraction

Cognitive Services document intelligence without API keys. Identity-based access to Computer Vision, Form Recognizer, and Text Analytics. No credential management.

multi-service auth
ML Pipelines
Model Inference at Scale

Azure ML model deployment with identity-based auth. Batch inference across thousands of endpoints with zero API keys. Cryptographic identity eliminates token expiry cascades.

batch inference
Healthcare
HIPAA-Compliant AI

Azure Health Bot and FHIR API access with cryptographic identity. Patient data accessed via DID, not API keys. Every request signed and auditable. Satisfies HIPAA BAA requirements.

audit trail + BAA
Section 06

Purchase & Subscription

Pricing

Standard pricing: $5/month Basic • $10/month Middle • $15/month Enterprise

Tier Price Features
Basic $5/month Azure OpenAI, Cognitive Services, identity auth
Middle $10/month Everything in Basic + Azure ML, custom endpoints
Enterprise $15/month Everything in Middle + air-gapped deployment + white-label

3-month trial - No credit card required

Volume discounts: 10-30% off for 5+ ACIs, additional 10-15% off for annual prepay

Start Free Trial

API Purchase Endpoint

Purchase via API
curl -X POST https://private.me/api/purchase \
  -H "Content-Type: application/json" \
  -d '{
    "product": "azure-ai-xlink",
    "tier": "basic",
    "customer": {
      "email": "user@example.com",
      "connection_id": "conn_abc123"
    }
  }'

Error Handling

All errors follow RFC 7807 Problem Details format:

RFC 7807 Error Response
{
  "type": "https://private.me/errors/invalid-tier",
  "title": "Invalid subscription tier",
  "status": 400,
  "instance": "/api/purchase/req_XKHpL9j2s",
  "fields": {
    "tier": "Provided value 'premium' is not valid"
  }
}
Section 07

API Reference

AzureXLinkClient

Main class for Azure AI services with identity-based authentication.

constructor(config: AzureXLinkConfig)
Creates a new Azure client with identity-based auth. Generates cryptographic identity automatically if not provided.
getDID(): string
Get the client's decentralized identifier. Example: did:key:z6Mkh...
chat(options): Promise<ChatCompletion>
Call Azure OpenAI chat endpoint with identity-based auth. No API keys required.
analyzeSentiment(options): Promise<SentimentResult>
Call Cognitive Services Text Analytics with identity-based auth. Supports batch processing.
predict(options): Promise<PredictionResult>
Call Azure ML model inference endpoint with identity-based auth. Supports batch predictions.
exportIdentity(): Promise<Result<Uint8Array, Error>>
Export identity for persistence. Store securely (Azure Key Vault, OS keychain, secrets manager).
static fromIdentity(pkcs8, config): Promise<Result<AzureXLinkClient, Error>>
Create client from existing identity. Same DID, same access rights.

Configuration

AzureXLinkConfig Interface
interface AzureXLinkConfig {
  endpoint: string;  // Azure service endpoint URL
  service: 'openai' | 'cognitive-services' | 'ml';
  identity?: Uint8Array;  // Optional existing identity (PKCS#8)
  registryUrl?: string;  // Optional trust registry URL
}
Section 08

Architecture

Authentication Flow

┌─────────────────┐
│ Azure AI Service│
│ (OpenAI/CogSvc) │
└────────┬────────┘
         │
         ├── Request with DID signature
         │
         ▼
┌──────────────────────────┐
│ xLink Trust Registry     │
│ - Verify DID signature   │
│ - Check service access   │
│ - Return authorized flag │
└──────────┬───────────────┘
           │
           ├── Authorized
           │
           ▼
┌──────────────────────────┐
│ AzureXLinkClient         │
│ - Sends chat/predict req │
│ - Signs with private key │
│ - No API key needed      │
└──────────────────────────┘

Multi-Service Identity

One Identity, Multiple Services
// Generate identity once
const client1 = new AzureXLinkClient({ endpoint: openaiUrl, service: 'openai' });
const identity = await client1.exportIdentity();

// Reuse for Cognitive Services
const client2 = await AzureXLinkClient.fromIdentity(
  identity.value,
  { endpoint: cognitiveUrl, service: 'cognitive-services' }
);

// Reuse for Azure ML
const client3 = await AzureXLinkClient.fromIdentity(
  identity.value,
  { endpoint: mlUrl, service: 'ml' }
);

// Same DID across all Azure services
Section 09

Security Model

Cryptographic Authentication

  1. Identity Generation: Ed25519 key pair generated locally (never transmitted)
  2. DID Creation: Public key encoded as did:key identifier
  3. Request Signing: Every Azure request signed with private key
  4. Trust Registry: Azure service verifies signature via trust registry
  5. Audit Trail: Every request logged with DID + timestamp

Security Considerations

  • Identity Storage: Store identity file securely (Azure Key Vault, OS keychain, HSM)
  • Transport Security: All Azure requests use HTTPS + TLS 1.3
  • Key Rotation: Identity rotation supported via trust registry update
  • Audit Logging: All Azure calls logged with DID for compliance
  • Zero Trust: No implicit trust — every request cryptographically verified
COMPLIANCE
The cryptographic model supports Azure compliance requirements (SOC2, ISO27001, HIPAA BAA). Audit trail satisfies Azure Sentinel and Microsoft Defender requirements.
Section 10

Performance

91ms
Auth Time (xLink)
54,853ms
Auth Time (OAuth)
603×
Speedup
0.36ms
Overhead

Benchmarks

Real-world incident: One expired Azure OpenAI key caused 500 AI agents to restart simultaneously. OAuth token refresh flooded the auth server with 54,853ms response times. xLink auth completed in 91ms — a 603× speedup.

Auth overhead: xLink adds 0.36ms per request (signature generation + verification). OAuth token refresh adds 500-5000ms per request (network roundtrip + token validation).

End-to-end performance: 73.4% faster overall (includes auth + Azure service latency). No cascading failures means zero restart storms.

Scaling

  • Single identity: Use across all Azure services (OpenAI, Cognitive, ML)
  • Multiple agents: Each generates unique DID, no shared credentials
  • Trust registry: Handles 10,000+ DIDs with sub-millisecond lookup
  • Azure integration: Works with Azure Virtual Network, Private Link, Managed Identity