Case Study
AI Content Intelligence: 98% Predictive Accuracy on 55M Records
Entertainment · Content Intelligence
The Challenge
A large streaming media company needed a content recommendation and audience analytics platform capable of processing 55M+ user records with sub-20ms latency.
The Solution
NINtec built 120+ proprietary ML components for content intelligence, serving personalized recommendations with 20ms response time and 98% predictive accuracy through a vector database + real-time serving architecture.
Results
98%
Predictive Accuracy
20ms
Response Latency
120+
ML Components
55M
Records Processed
Technology Stack
PyTorchKafka StreamsRedisApache SparkAWSpgvector