Amazon Kinesis enables you to ingest, buffer and process streaming data in real-time. It can handle any amount of streaming data and process data from hundreds of thousands of sources with very low latencies along with the flexibility to choose the tools that best suit the requirements of your application. Kinesis supports various data formats such as audio, video, application logs, clickstream data, and IoT data. It provides unique streaming services to ingest and leverage this data to perform machine learning as well as advanced analytics.

PagerDuty is a SaaS platform that helps you prevent and resolve business-impacting incidents, thereby improving the customer experience. PagerDuty helps you learn your customers’ preferences using monitoring tools and PagerDuty Incident workflows thus improving relationship functionality with your customers.