Inside the sub-5s conversion workflow
A phase-by-phase breakdown of why fast conversion and stable output can coexist.
- Validation blocks risky requests before compute starts to avoid noisy retries.
- Extraction parallelizes layout and structure reconstruction on GPU workers.
- Delivery returns Markdown and metadata in one contract to simplify downstream integration.