Real-time Policy Enforcement · Multi-Gate Risk Scoring · Immutable Compliance Auditing
As AI models integrate into the core of Bharat's digital infrastructure—from Fintech to Healthtech—the gap between intelligence and accountability is widening. Every inference is a potential compliance risk, a privacy leak, or a security breach.
KavachX (sanskrit: Kavach - Armor) is the software-defined enforcement layer that closes this gap. It provides a robust, low-latency "Digital Armor" that intercepts, analyzes, and regulates every interaction between AI models and users in real-time.
| Pillar | Capability | Technical Driver |
|---|---|---|
| 🔐 Security | Immune to Prompt Injection & NAEL | Adversarial Noise Classifiers |
| 🧬 Safety | Context-Aware Hate & Harm Filtering | Fine-tuned Transformer Models |
| 📋 Compliance | DPDP 2023 & RBI Policy Adherence | Regex + NLP PII Detection |
| 📊 Audit | Immutable Evidence Chains | Cryptographic Interaction Logging |
| 🌐 Flexibility | Universal AI Interceptor | Headless API & Browser Extension |
┌─────────────────────────────────────────┐
│ AI MODEL (LLM / ML System) │
└──────────────────┬──────────────────────┘
│ Inference Request
▼
╔══════════════════════════════════════════════════════╗
║ K A V A C H X E N G I N E ║
║──────────────────────────────────────────────────────║
║ Gate 1: 🔐 Security │ Prompt Injection / NAEL ║
║ Gate 2: 🧬 Safety │ Hate, Bias, Harm Scoring ║
║ Gate 3: 📋 Compliance │ DPDP PII / IT Act Check ║
║ Gate 4: 📊 Audit │ Immutable Log + Dashboard ║
╚══════════════════════════════════════════════════════╝
│ Governed Response
▼
┌─────────────────────────────────────────┐
│ END USER / CLIENT │
└─────────────────────────────────────────┘
git clone https://github.com/TheIndicSentinel/kavachxv2.git
cd kavachxv2/backend
pip install -r requirements.txtfrom kavachx import Sentinel
# Initialize the governance gate
sentinel = Sentinel(api_key="your_kavach_key")
# Governed inference
response = sentinel.inspect(
prompt="Generate a response for the user...",
context="banking_domain"
)
if response.is_blocked:
print(f"Action Blocked: {response.violation_reason}")
else:
print(response.content)- v2.0 Core: Real-time interception and basic gate logic.
- v2.5 Bhasha-Shield: Fine-tuned safety classifiers for 12+ Indian languages.
- v3.0 Edge-Enforce: Moving governance logic to the client-side/edge for zero-latency.
- v3.5 DPDPA-Masker: Specialized PII redaction for Indian data patterns (Aadhaar, PAN).
- Documentation: Detailed guides in the docs/ folder.
- Contributing: Read our CONTRIBUTING.md to get started.
- Security: Report vulnerabilities via SECURITY.md.
- Contact: Reach out at inerd1412@gmail.com.
🛡️ KavachX — Policy-Aligned AI Infrastructure for Bharat
Built with conviction in 🇮🇳 India