Fleetidy

Overview

What this project does

Automates federal transportation safety data retrieval and normalization to provide data-driven risk scores for fleet underwriting and pricing.

Features

Core features

• FRED (Fleet Risk Empirical Data) Scoring algorithm
• Automated USDOT safety data retrieval and cleaning
• Data normalization across 1.16 million active carriers
• Safety event integration
• Loss history analysis
• Crash record evaluation
• Inspection data integration
• Power unit exposure data analysis
• Standardized risk scoring
• Unified underwriting workspace
• Unified binding workspace
• Unified portfolio monitoring
• Interactive agency dashboards
• Interactive underwriting dashboards
• Actuarial analysis tools
• Portfolio risk concentration evaluation
• Risk rebalancing capabilities
• Spot portfolio trends analysis
• Automated referral trigger system
• Free-to-use FRED Score mobile app
• iPhone app with USDOT lookup
• iPad app availability
• Web interface access
• Camera-based USDOT number scanning
• Watchlist tracking and management
• Automated score-change notifications
• Real-time business intelligence conversion

Impact

What it delivers

• Algorithmic risk scoring across 1.16M+ carriers
• Real-time federal safety data integration
• Comprehensive portfolio risk analysis
• Automated referral trigger system
• Multi-device access (web, iPhone, iPad)
• OCR-based USDOT scanning
• Real-time watchlist and notification system
• Actuarial decision support
• FRED algorithmic risk scoring
• Real-time federal data synchronization
• Automated portfolio rebalancing triggers
• OCR-based USDOT lookup
• Mobile app with offline capability
• Watchlist and score-change notifications
• Free standalone FRED Score app

Under the hood

Technical specifications

Type

Underwriting and risk assessment platform for Motor Truck Cargo insurers and logistics brokers.

Target users

Motor truck cargo insurers, Managing General Agents (MGAs), logistics brokers, shippers, fleet owners.

Admin & management

Enterprise underwriting dashboard for agent management, risk oversight, portfolio monitoring, standardized workflow enforcement, and compliance tracking.

Integrations

- USDOT and federal transportation databases - DOT safety data APIs - Mobile app (iOS) - Email and notification system - Vision/OCR for USDOT scanning

- Frontend & Mobile

React.js or Next.js for web, Swift/SwiftUI for iOS

- Backend

Python (FastAPI) or Node.js for ETL pipelines and APIs

- Data Pipeline

Pandas for data cleaning and normalization

- Database

PostgreSQL with optimized indexing and caching (Redis)

- OCR

Vision/ML frameworks for camera-based USDOT scanning

- APIs

Direct federal transportation and DOT safety database connections

- Deployment

Cloud infrastructure with high-availability design