Smart Infra
MLFF · Digital Twin · Smart Hospital
Smart Mobility & MLFF Solutions
Shaping the Future of Digital Tolling
Shaping the Future of Digital Tolling
Toll road operators worldwide are rapidly moving toward MLFF (Multi-Lane Free Flow), the next-generation tolling model that collects tolls without stopping or slowing vehicles. As a specialized MLFF and Intelligent Transportation System (ITS) provider leading this shift, CPLABS delivers the full core platform for next-generation mobility services—from AI vehicle identification to toll collection, clearing and settlement, violation enforcement, and digital payment.
Beyond system deployment, our integrated digital mobility platform raises both operational efficiency and user convenience, helping governments, toll road operators, and infrastructure owners build future-ready tolling environments. Backed by proven technology and deep field experience, CPLABS is committed to leading the global smart tolling market.
MLFF (Multi-Lane Free Flow)
MLFF is a next-generation electronic toll collection system that automatically charges vehicles while they travel at highway speeds without stopping or slowing down.
By utilizing RFID, AI-powered Automatic Number Plate Recognition (ANPR), Automatic Vehicle Classification (AVC), and digital payment technologies, MLFF enables accurate and efficient toll collection while significantly improving traffic flow.
CPLABS provides comprehensive MLFF solutions covering the entire lifecycle from planning and design to implementation and operation.
Benefits
- Seamless free-flow traffic environment
- Reduced travel time and improved traffic efficiency
- Economic and environmental benefits
- Enhanced customer convenience
- Expansion toward future mobility services
Toll Collection & Clearance Platform
CPLABS provides a Toll Collection & Clearance Platform optimized for MLFF environments. The platform integrates the entire tolling lifecycle, including toll collection, clearing and settlement, violation management, operational monitoring, and business analytics.
Toll Collection & Transaction Processing
- Real-time transaction processing
- Vehicle journey creation and management
- Toll calculation and charging
- Transaction validation and reconciliation
- Revenue and collection management
Clearing & Settlement
- Settlement with payment service providers and financial institutions
- Revenue allocation among toll operators
- Toll clearing and reconciliation
Violation Enforcement
- Automatic identification of unpaid toll vehicles
- Violation tracking and management
- Notice issuance and payment processing
- Integration with enforcement frameworks and regulatory systems
Integrated Operations Management
- RFID and license plate-based account management
- Vehicle registration and administration
- Customer and payment profile management
- Real-time operational monitoring
- Traffic and revenue analytics
Vehicle Fingerprint AI
Beyond ANPR: Next-Generation Vehicle Identification Technology
Traditional vehicle identification systems primarily rely on Automatic Number Plate Recognition (ANPR). However, plate misreads, damaged or obscured plates, and intentional plate tampering can reduce toll collection accuracy and operational efficiency in MLFF environments.
CPLABS' Vehicle Fingerprint AI is an AI-powered solution that identifies vehicles by analyzing unique visual characteristics beyond license plates.
By learning and analyzing a wide range of visual attributes—including vehicle shape, color, stickers, decals, damage marks, and surface textures—the system can accurately recognize and track the same vehicle even when the license plate is unreadable or unavailable.
Transportation Data Analytics Platform
MLFF systems generate vast amounts of transportation and transaction data. CPLABS leverages AI analytics to transform this data into actionable insights that support decision-making for toll operators and government agencies. Data-driven analysis enables more effective transportation policies and optimized operational performance.
Consulting & Engineering Services
Beyond platform and solution delivery, CPLABS supports the full MLFF project lifecycle — from feasibility studies and business planning through to implementation and operations. Drawing on expertise in traffic engineering, system design, software platforms, and operational strategy, we help clients plan, build, and run successful MLFF systems.