How Dataminr and AppsFlyer deliver real-time AI decisions across billions of events per day
Blog post from Aerospike
In a discussion at AWS re:Invent 2024, industry leaders from Aerospike, Dataminr, and AppsFlyer explored the challenges and innovations in real-time AI decision-making, focusing on the necessity for data platforms to handle intelligence and reliability under high load. Dataminr's platform analyzes billions of data points daily to provide instant alerts on global events, leveraging Aerospike to manage AI model orchestration and minimize system latency. AppsFlyer, on the other hand, uses Aerospike to support its mobile attribution and marketing analytics, enabling the processing of millions of queries per second with consistent low latency, thereby optimizing ad spend in real time. Both companies illustrate how AI systems can integrate fast decision paths within strict latency limits while performing slower analysis outside critical paths to continually refine and improve decision-making processes. Aerospike's infrastructure supports these capabilities by providing a scalable and cost-effective database solution, ensuring that as AI systems become more sophisticated, they remain supported by robust infrastructure.