The BoundrixAI Control Plane

A complete governance layer sitting between your users and your LLM providers. Designed for performance, security, and observability.

High-Performance AI Gateway

A unified entry point for all your LLM traffic. Our gateway handles provider routing, intelligent load balancing, and connection pooling.

Unified API for OpenAI, Anthropic, Mistral
Automatic Failover & Circuit Breakers
<20ms Proxy Overhead
Smart Caching (Redis-backed)

# Gateway Configuration

providers:
  - name: openai-primary
    model: gpt-4
    weight: 80
  - name: azure-fallback
    model: gpt-4-turbo
    weight: 20
    
circuit_breaker:
  error_threshold: 5%
  reset_timeout: 30s

# Policy Definition

contract:
  name: "support-agent-v1"
  rules:
    - type: pii_redaction
      action: cleanup  # or block
    - type: schema_validation
      schema: response_schema.json
    - type: tone_check
      sentiment: "professional"

Real-time Contract Enforcement

Don't rely on prompt engineering alone. Define strict contracts that every AI response must adhere to before it reaches your users.

JSON Schema Validation & Repair
PII Redaction (SSN, Email, Credit Card)
Tone & Sentiment Analysis
Hallucination Detection Guardrails

Shadow Mode & Zero-Latency Testing

Safely test new prompts or models on live traffic without impacting users. Responses are generated in parallel, compared for similarity (Levenshtein), and logged for review.

Parallel Execution (Async)
Regression Testing on Real Data
Automated Similarity Scoring
Violation Tracking without Blocking

# Shadow Config

shadow_mode:
  enabled: true
  target_model: "claude-3-sonnet"
  comparison_metric: "levenshtein"
  alert_threshold: 0.85
  
# Traffic is duplicated to target
# Differences flagged in dashboard

# Drift Report

drift_analysis:
  model: "gpt-4"
  period: "7d"
  
  metrics:
    latency_drift: +12% (WARNING)
    cost_drift: +5% (OK)
    toxicity_rate: 0.02% 
    
  recommendation: 
    "Latency increase detected. 
     Consider optimizing context window."

Drift Detection

Monitor your AI fleet for degradation over time. We track latency baselines, error rates, and qualitative metrics like toxicity or PII frequency.

Automated Baseline Creation
Latency & Cost Anomaly Alerts
Quality Degradation Tracking
Auto-Remediation Plans