Real-Time Progress
Follow the AI enrichment pipeline in real time. See each processing stage -- parsing, summarization, entity extraction, transcription -- with progress bars and completion status for every item.
How it works
The enrichment pipeline is broken into discrete stages, each reporting progress via real-time streaming. As you upload content, a progress panel shows which stage is active, what percentage is complete, and estimated time remaining. Each stage -- document parsing, summarization, entity extraction, image analysis, transcription -- reports independently. You can continue working while enrichment runs in the background.
Real-time enrichment progress panel with stage indicators
Why it matters
Black-box processing creates anxiety. When you upload 50 documents, you want to know they are being processed, how long it will take, and whether anything failed. Real-time progress gives you confidence that the system is working and lets you know exactly when your content will be fully searchable and enriched.
Batch upload showing individual item enrichment status