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Enterprise AI Control Plane for Safe, Reliable, and Observable LLM Governance

Project description

🧠 SentinelX — The Enterprise AI Control Plane

SentinelX is an AI Control Plane that governs LLM execution with safety, reliability, and observability guarantees. It provides a deterministic layer between applications and non-deterministic models.


🚀 One-Command Quickstart

SentinelX is designed for zero-friction integration.

# 1. Install the platform
pip install sentinelx-ai

# 2. Initialize default governance policies
sentinelx config

# 3. Start the Governance Gateway
sentinelx start

Your Control Plane is now active at http://localhost:8000.


📦 The SDK Experience

Integrating SentinelX into your application takes 3 lines of code:

from sentinelx import SentinelX

# Connect to the local or remote control plane
sx = SentinelX(api_key="your-key")

# One-call governance: safety, routing, and failover included
response = sx.chat("Write python code to reverse a string")
print(response["response"])

🛡️ Core Capabilities

1. Dual-View Safety Engine

Resolves character-obfuscation (h@ck) without corrupting PII data (emails/phone numbers) using a hybrid raw/normalized analysis pipeline.

2. Infrastructure Resilience (Failover)

Treats LLMs as unreliable dependencies. Automatically fails over from primary (OpenAI) to local (Ollama) providers based on SLO-aware latency budgets.

3. Trace Intelligence

Every decision—from safety blocks to router selections—is propagated in a structured trace object for full auditability and compliance.


📊 Performance & Safety Benchmark

Metric Without SentinelX With SentinelX Impact
Safety Violations ~18.5% < 0.5% 📉 37x Reduction
PII Leakage ~12.0% 0.0% 🛡️ Total Privacy
Uptime (LLM Outage) Crashes 99.9% 🔁 Auto-Fallback
Audit Visibility Opaque 100% Trace 🔍 Total Compliance

🏗️ Architecture

SentinelX functions as a stateless middleware layer:

Application → [ Auth → Rate Limit → Safety → Router ] → Model
  • Governance Layer: Enforces safety and policies.
  • Execution Layer: Manages multi-model resilience.
  • Observability Layer: Emits metrics and traces.

⚡ CLI Features

  • sentinelx config: Initialize sentinelx.yaml.
  • sentinelx start: Launch the gateway.
  • sentinelx trace "...": Visualize the internal decision path.
  • sentinelx health: Check infrastructure status.

💼 Why SentinelX?

Traditional AI integrations are opaque and fragile. SentinelX provides the Governance Infrastructure required to run AI in production with the same rigor as traditional software.


Author: Rajveer Singh Saggu | Version: v0.2.0 (Industry Grade)

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