A governed runtime for document pipelines
Processors, schemas, and evaluation live together so teams can ship document intelligence with confidence.
Ingest
Upload PDFs, scans, and spreadsheets via UI or API.
Compose
Chain Docen processors with schema and policy guards.
Observe
Monitor utilization, evaluator results, and drift across runs.
Deliver
Export governed JSON, HTML, or PDF derivatives to downstream systems.
Docen processors
Turn scans and PDFs into clean, structured documents ready for downstream tasks.
Control output schema, redlines, and redactions for governed workloads.
High-accuracy extraction with citeable spans and reproducible evaluation harnesses.
Segment long documents into sections and hierarchies for targeted processing.
Benchmark extraction quality with transparent runs across your corpus.
Utilization
Worker pools with transparent capacity
Balance throughput and cost with live utilization traces and queue depth signals.
Monitoring
Run history with evaluator overlays
Compare versions, view citations, and re-run evaluators over any dataset split.