How Windward Built Real-Time Logistics Tracking and AI Insights for the Maritime Industry
公司规模
Large Corporate
国家
- United States
产品
- Rockset
- Snowflake
技术栈
- API First Approach
- Converged Indexing
- SQL on Semi-Structured Data
实施规模
- Enterprise-wide Deployment
影响指标
- Customer Satisfaction
- Digital Expertise
- Productivity Improvements
技术
- 分析与建模 - 实时分析
- 平台即服务 (PaaS) - 数据管理平台
适用行业
- 海洋与航运
适用功能
- 物流运输
- 商业运营
用例
- 车队管理
- 预测性维护
- 远程资产管理
服务
- 数据科学服务
- 系统集成
关于客户
Windward is a leading Maritime AI company that provides an all-in-one platform for risk management and maritime domain awareness to accelerate global trade. The company monitors and analyzes over 500,000 vessels worldwide, providing actionable intelligence with real-time ETA tracking, carrier performance insights, risk monitoring, and more. With 90% of trade being transported via sea, Windward's data is crucial for keeping the global supply chain on track. The company serves a diverse range of customers, including suppliers, carriers, governments, and insurance companies, who use maritime data for various purposes such as determining price, assessing risk, and monitoring illegal activities. Windward's platform is designed to support the rapidly shifting needs of the maritime ecosystem, giving its customers the visibility and AI insights needed to respond and stay compliant.
挑战
Windward faced challenges with its existing data stack, which was not ideal for the search and analytical features needed to transform the maritime industry. The company was using a batch-based data stack with multiple databases, including S3, MongoDB, PostgreSQL, Cassandra, and Elasticsearch, which made it difficult to support new use cases and achieve performant contextual queries. The existing data stack also limited the ability to generate significant new revenue from product requests that were hard to support, such as geo queries, vessel search, and partial word search. Additionally, the AIS transmission data was flaky, making it challenging to associate a transmission with the right vessel, and the enrichment data had changing schemas, making it difficult to support using relational databases with strict schemas.
解决方案
Windward decided to embark on a new data stack that could better support the logistics tracking needs of their customers and the maritime industry. They evaluated more than 10 different databases and shortlisted Rockset and Snowflake for their ability to support the main use cases for search and analytics. Rockset was chosen for its fast search and analytics on streaming data, API first approach, and support for in-place updates. It also allowed Windward to consolidate geo data and time series data into one system and query using SQL. Snowflake was evaluated for its columnar store and ability to support large-scale aggregations and joins on historical data. Both Rockset and Snowflake are cloud-native and fully-managed, minimizing infrastructure operations on the Windward engineering team. The performance evaluation showed that Rockset achieved faster query performance at less than half the price of Snowflake, making it the preferred choice for Windward's use case.
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Drill ship power challenge: hybrid solution solves distribution issues
Aspin Kemp & Associates (AKA), a manufacturer of electrical power and control systems headquartered in Montague, PEI, encountered one with its hybrid power initiative, the first hybrid drill floor destined for installation on ultra-deepwater drill ships operated by Transocean, Swiss offshore drilling contractors. Since on-site modification was impossible and scrap recycling of any modifications was unacceptable, the enclosures had to arrive ready-to-install.
Case Study
Ensures Tanker Safety and Emissions Compliance
Storage tanks are irregular in shape and a certain amount of mathematical modelling is required to get an accurate representation of volume and, more importantly, the weight of material in each tank. In addition, countries have different emission regulations, so the ships position needed to be accurately known in order to geotag emission data.
Case Study
Real-time Networked Sonar System for Ships
A multinational, knowledge-based corporation that delivers marine electronics solutions is utilizing industrial Ethernet technology to help ensure that operations at sea are dependable and optimal. Based in Europe, the company has nearly 4000 employees working in 20 countries around the world, and produces high-tech systems for offshore oil and gas operations, merchant marine systems, and various applications for the defense and aerospace industries. The company produces products and systems used by merchant vessels and offshore installations for positioning, navigation, automation, as well as for surveying and monitoring the seabed, and for fishing vessels and fi sheries research. As one of the major suppliers of high quality marine electronics in the world, their products include chart plotters for yachts, triple redundant dynamic positioning systems for oil drilling rigs, and sonar and instrument systems for scientifi c research vessels. Products used for marine applications must be rugged enough to endure the corrosive effects of salt water, and be able to withstand excessive amounts of vibration and shock. For this reason, the company only uses DNV and GL certified products and components to ensure that their systems can meet the high standards required by the maritime industry.
Case Study
Fleet Management Connectivity Solution for Marzam
Marzam, in order to ensure the best service, invested 3 million dollars in the construction of 2 fuel oil tanks with 40k gallons and 10k gallons capacity each, located in Manta, Ecuador. The customer needs to keep fleet operations going with fuel available at all times in order to guarantee quality of service. KEY ELEMENTS FOR THE CUSTOMER: Real-time level monitoring: Tank infrastructure remote level monitoring. Configure alerts and notifications when reaching critical values to avoid the need for emergency refills and optimize supply schedules. Real-time consumption monitoring: The customer needed an easy way to monitor in real-time accurate values of consumption.
Case Study
Mitsubishi Electric's Edge Computing Solution Powered by Wind River VxWorks
Mitsubishi Electric Corporation, a global leader in factory automation (FA) applications, identified edge computing as a critical component of the Industrial Internet of Things (IIoT). The company aimed to enhance device and data security, reduce data traffic to the cloud, and enable faster response to network or device issues. In 2018, Mitsubishi Electric launched its first line of industrial hardware products designed for edge computing, the MELIPC Series. The primary development goals for MELIPC were to support the type of edge computing promoted by Mitsubishi Electric and to introduce advanced vision technology for device control. The flagship computer of the MELIPC line, the MI5000, was designed to combine real-time equipment control with high-speed data collection, processing, diagnosis, and feedback in a single machine. However, the development team needed a real-time control platform that could seamlessly integrate real-time control with proven analytic and diagnostic applications.
Case Study
Migrating to Software-Only Licenses for More Responsive License Management
The world’s premier shipping companies work with the software solutions of ABB Marine & Ports to get their vessels safely and efficiently to their destinations. A loyal customer of Wibu-Systems for over a decade, ABB has been relying on CodeMeter dongles to store the license keys for their ABB AbilityTM Marine Advisory System - OCTOPUS.The current version of the system is using Wibu-Systems’ robust metal-case CmStick ME, a perfect choice for the rugged conditions at sea. As satellite communications has made fast Internet connections at sea a common reality for maritime operators, the company is looking to move from physical to software solutions to streamline its logistics processes.
