LEANWARE TEAM
1 x Senior Full Stack Developer, 1 x Mid Full Stack Developer
Connect Capable
COMPANY
AI Traffic Management System Development
SERVICE
United States
COUNTRY
Staff Augmentation
engagement MODEL
CLIENT OVERVIEW
Connect Capable is a company that provides services and revolutionizes traffic incident detection and management through advanced artificial intelligence and data orchestration. They partnered with Leanware’s Managed AI development team for staff augmentation, specialized backend development and AI system development services, seeking to enhance their existing platform that works to improve traffic safety and incident response.
Connect Capable's technology centralizes traffic reports from multiple sources, including Waze, weather monitoring centers, and manual reports, visualizing all incidents on a comprehensive interactive map through AI-powered traffic mapping capabilities. The platform’s artificial intelligence engine extracts, transforms, and enriches data while intelligently correlating related incidents, such as connecting severe weather events with subsequent traffic accidents, using advanced AI traffic incident correlation technology.
With Leanware as their Managed AI development team partner, Connect Capable has successfully enhanced their AI-powered traffic mapping platform, improving data pipeline efficiency and expanding feature capabilities to deliver more accurate and timely traffic intelligence for government decision-making. Our seamless team integration approach ensured that the collaborative development approach delivered optimal results from day one.
This ongoing partnership has resulted in significant platform improvements including refactored data pipelines, enhanced AI services, and new data source integrations that strengthen the platform’s ability to serve public safety needs through advanced AI system development methodologies.
Microsoft Azure, OpenAI & Azure AI Search, RAG (Retrieval-Augmented Generation), Data pipelines with Azure orchestration services
Tech Stack Involved
AI Services Enhancement
Our Managed AI team enhanced the platform with OpenAI-powered RAG architecture for intelligent traffic data analysis, enabling precise incident correlation, context-aware classification, and clear visualization of complex traffic patterns.
Backend Infrastructure Optimization
We refactored and optimized backend services with .NET to handle complex, high-volume traffic data efficiently, implementing scalable architecture and improved data pipelines. Our Managed AI team integrated seamlessly with Connect Capable’s workflows to accelerate delivery and value.
Data Pipeline Refactoring
We optimized data pipelines for greater efficiency and reliability, enhancing error handling, data transformation, and orchestration workflows. The upgraded AI correlation system now processes traffic incidents with higher accuracy and speed.
Azure Cloud Services Integration
We utilized Azure services—including AI Search, cloud storage, automated scaling, and continuous monitoring, to ensure high availability and efficiency, all built using our proven AI development and collaboration methods.
SERVICES PROVIDED
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UX & UI DESIGN
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Before Our Intervention:
Connect Capable had an existing AI-driven traffic platform operating with a northeastern US state but faced challenges with data pipeline efficiency, limited AI service capabilities, and a backend infrastructure unable to support growing data volumes and new features.
After Our Intervention:
Optimized Data Processing:
The refactored .NET backend now delivers significantly improved performance with enhanced data pipeline orchestration, better error handling, and more efficient processing of high-volume data streams, achieved through our proven AI system development methodologies.
Expanded Data Integration:
Integrating new data sources and refining orchestration workflows expanded the traffic intelligence ecosystem, giving government operators broader situational awareness and more accurate AI-driven incident insights.
Scalable Cloud Infrastructure:
The upgraded Azure architecture delivers scalable, reliable performance with full monitoring, ensuring uninterrupted government operations backed by our Managed AI team’s continuous optimization and support.
Government-Ready Platform:
The platform evolved into a comprehensive AI-driven traffic management solution with advanced mapping and incident correlation, enabling government agencies to respond faster and more effectively to ensure public safety.
Through these targeted AI system development initiatives and our seamless team integration, Connect Capable has transformed into a more powerful, efficient, and intelligent traffic management platform that’s ready to scale and meet growing government safety requirements.
From Blueprint to Delivery
RESULTS
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