The Intelligence Layer

Architecture Overview

Proveniq Core is the central nervous system of the ecosystem—an API-first platform that ingests data from hardware sensors, processes it through intelligent algorithms, and distributes actionable insights to every module.

Data Flow Architecture

The Intelligence Layer operates on a simple principle: Hardware generates truth, software amplifies value.

1. Hardware Input — Locker and SmartTag devices capture physical verification data
2. Core Ingestion — Real-time data streams into the Core processing pipeline
3. Ledger Recording — Verified events are immutably recorded on the Ledger
4. Application Distribution — Processed data flows to Home, ClaimsIQ, Bids, and Capital

Core Capabilities

API Architecture

Core exposes a unified REST and GraphQL API that enables:

┌─────────────────────────────────────────────────────────────┐
│                     PROVENIQ CORE API                       │
├─────────────────────────────────────────────────────────────┤
│  /assets      - Asset registration, lookup, valuation       │
│  /ledger      - Provenance queries, chain of custody        │
│  /claims      - Insurance claim submission and status       │
│  /bids        - Marketplace listings and auction data       │
│  /capital     - Loan applications, collateral management    │
│  /hardware    - Device telemetry, verification events       │
└─────────────────────────────────────────────────────────────┘

Integration Patterns

Webhook Events — Real-time notifications for:

• Asset verification completed
• Ownership transfer recorded
• Claim status changed
• Loan milestone reached
• Geofence breach detected

Batch Processing — Scheduled jobs for:

• Portfolio revaluation
• Risk model updates
• Compliance reporting
• Analytics aggregation

Machine Learning Pipeline

Core incorporates ML models for:

1. Fraud Detection

• Image analysis for counterfeit identification
• Behavioral patterns indicating fraudulent claims
• Network analysis for organized fraud rings

2. Valuation Models

• Comparable sales analysis
• Condition depreciation curves
• Market trend forecasting

3. Risk Assessment

• Default probability scoring
• Recovery rate estimation
• Collateral volatility modeling

Security & Compliance

The Intelligence Layer is built with enterprise-grade security:

• SOC 2 Type II certified infrastructure
• End-to-end encryption for all data in transit and at rest
• Role-based access control with audit logging
• GDPR and CCPA compliant data handling
• PCI DSS compliance for payment processing

Scalability

Core is designed to handle:

• 1M+ assets under management
• 10K+ events/second peak throughput
• 99.99% uptime SLA
• Sub-100ms API response times