Scaling Real-time Sentiment Analysis for FinTech

AI Stock Tracker ingests a firehose of market chatter. The challenge is separating signal from noise before it ever reaches the user.

We stream events through a lightweight scoring pipeline, batching sentiment inference to keep latency low while sustaining millions of data points per day.

By filtering aggressively at the edge, the dashboard surfaces only what actually moves the needle — real-time price action paired with meaningful sentiment.