• >
  • >
  • >
  • >
  • >
Rockset > 实例探究 > iYOTAH Brings Real-Time IoT Analytics to Dairy Farming with Its AgTech SaaS Platform

iYOTAH Brings Real-Time IoT Analytics to Dairy Farming with Its AgTech SaaS Platform

Rockset Logo
公司规模
Large Corporate
地区
  • America
国家
  • United States
产品
  • iYOTAH SaaS Platform
  • Rockset
  • Amazon S3
技术栈
  • SQL
  • AWS
  • Rockset Query Engine
实施规模
  • Enterprise-wide Deployment
影响指标
  • Productivity Improvements
  • Cost Savings
  • Revenue Growth
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
  • 农业
  • 食品与饮料
适用功能
  • 流程制造
  • 质量保证
用例
  • 预测性维护
  • 机器状态监测
  • 远程资产管理
服务
  • 数据科学服务
  • 系统集成
关于客户
The American dairy industry is a significant player in the global market, with 32,000 dairy farmers producing the most milk worldwide. These farmers are known for their efficiency, producing an impressive 23,000 pounds of milk per cow annually. The industry has embraced agricultural and data science to enhance operations, track livestock genetics, monitor weather and feed prices, and utilize IoT sensors for cow movement and milk production tracking. Despite these advancements, many farmers have not kept pace with the latest data analytics technologies, particularly in real-time and streaming analytics. This gap in technology adoption has hindered efficiencies and profits, prompting a need for digital transformation in the industry. iYOTAH Solutions, a Colorado-based company, aims to address this need by providing a real-time SaaS analytics platform to help American dairy farmers optimize their operations and improve profitability.
挑战
Dairy farmers in the United States face challenges in efficiently managing large herds and maximizing milk production. With the average farm keeping 234 cows and larger operations managing herds of 5,000 to 100,000 cows, traditional methods of data tracking and management have become insufficient. Farmers have historically used PC-based applications and manual data entry to track key metrics such as herd information, breeding history, feed intake, and milk production. However, these methods are time-consuming and result in siloed data that cannot be easily analyzed for historical trends or combined to make informed decisions. As a result, farmers spend a significant amount of time gathering data, which limits their ability to optimize operations and improve profitability. The need for better connectivity and digitalization in the dairy industry has become apparent, as farmers seek more efficient and powerful ways to utilize their data.
解决方案
iYOTAH Solutions developed a real-time SaaS analytics platform to address the challenges faced by dairy farmers. Instead of requiring farmers to abandon their existing applications, iYOTAH created software agents that install on farmers' PCs to scan for newly-entered or uploaded data. This data, ranging from herd genetic information to dimensional models, is ingested into a data lake hosted on Amazon S3. The data is then converted, tagged with metadata, cleaned, and de-duplicated for query preparation. iYOTAH chose Rockset as the real-time query engine, allowing for fast data application and pipeline development. Rockset's built-in connector to S3 enables automatic data exports, and its support for SQL simplifies query management for developers. The platform features ten customizable dashboards displaying 150 visualizations, including real-time monitoring of milk nutritional content, breeding, animal health, and feed levels. Farmers can configure alerts for temperature changes and correlate data across charts for interactive exploration. iYOTAH is also collaborating with universities to incorporate machine learning analysis and predictive models, further enhancing the platform's capabilities.
运营影响
  • The iYOTAH platform allows dairy farmers to integrate operational data for the first time, enabling comprehensive analysis and optimization of feed efficiency.
  • Farmers can now monitor real-time data on milk nutritional content, breeding, animal health, and feed levels, leading to more informed decision-making.
  • The platform's customizable dashboards and alerts help farmers respond quickly to environmental changes, improving overall herd management and productivity.
  • iYOTAH's collaboration with the National Dairy Herd Information Association (NDHIA) and top universities enhances the platform's capabilities and industry impact.
  • The platform's real-time analytics and machine learning integration provide proactive advice and recommendations, further optimizing dairy farm operations.
数量效益
  • One test farm using the iYOTAH platform increased revenue by $781,000 through improved feed efficiency and milk production.

Case Study missing?

Start adding your own!

Register with your work email and create a new case study profile for your business.

Add New Record

相关案例.

联系我们

欢迎与我们交流!
* Required
* Required
* Required
* Invalid email address
提交此表单,即表示您同意 Asia Growth Partners 可以与您联系并分享洞察和营销信息。
不,谢谢,我不想收到来自 Asia Growth Partners 的任何营销电子邮件。
提交

感谢您的信息!
我们会很快与你取得联系。