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AI-driven supply chain analytics leveraged by Fortune 500 brands

One of AgileEngine’s longest-running projects involves the strategic development of a predictive supply chain analytics platform trusted by clients like Dell, Gap, Cisco, and Johnson & Johnson. Our team played a major role in bringing the platform from a prototype to a patented AI/ML product top-listed by Gartner.

Project overview: predictive IoT analytics at scale

The product that AgileEngine has been helping build and continually improve for nearly a decade packs impressive analytics capabilities. The platform gathers information from vehicle sensors, ports, weather stations, and satellites, processing 100,000+ IoT events per hour. Our work on this platform covers IoT data streaming architecture, full-stack application development, UX/UI design, software testing, and database optimizations.

Key deliverables

  • High-load customer-facing system that tracks cargo and predicts its location and delivery time
  • Processing, ML analytics, and visualization of real-time big data
  • Infrastructure development and optimization of more than 700 microservices
  • Assistance with establishing an effective software development process
  • Software testing, including unit, integration, acceptance, functional, and regression testing

Technologies

  • Java, Spring, Hibernate, PostgreSQL, Maven, Amazon AWS, Angular 8, Docker, Kafka, Ansible, ELK stack, Apache Superset

Global supply chain analytics powered by AI/ML

Our client’s platform leverages patented technology backed by machine learning to analyze trillions of IoT events. This information is distilled into insights that enable companies to mitigate supply chain risks, reduce costs, increase revenue, and improve customer service. Our engineers have helped develop performant and reliable data solutions enabling this functionality.

Key deliverables

  • Predictive analytics solutions that process real-time data
  • Data visualization and log analytics
  • Architecture and development of configurable and highly scalable data integration solutions
  • Integrations with BI tools

Technologies

  • Java, PostgreSQL, AWS, Docker, Kafka, ELK stack, Apache Superset

UX/UI solutions and customizations for Fortune 500 clients

The work of our UI/UX experts has shaped the look and feel of the product and its feature-rich dashboards, data visualizations, and interactive maps. The client has also been leveraging our design expertise to tailor its functionality and UX to individual high-profile clients and unique use cases.

Key deliverables

  • Unified design vision for web and mobile applications
  • Design concepts and prototypes tailoring platform functionality to individual B2B clients
  • Incorporation of new UI elements into the overall design vision of the product
  • Design and development of solutions and features from the ground up
  • Recommendations for UI/UX improvements and modernization

Outcomes and highlights

  • The platform we helped build has landed a top spot on the Gartner Market Guide as a leading supply chain analytics solution.
  • Our client has received a patent for an innovative approach to real-time big data collection and predictive analytics.

Industries

Analytics, Big Data, Artificial intelligence, Machine learning, Internet of things, Supply chain, Logistics

Solutions

Data visualization, Data pipelines, UI architecture, B2B application, Web application

Services

Full-stack development, UI/UX design, Data engineering, Prototyping

Technologies

Java, Spring, Hibernate, PostgreSQL, Maven, Amazon AWS, Angular 8, Docker, Kafka, Ansible, ELK stack, Apache Superset

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