Features
Stay Compliant Without Extra Work
QC, provenance, and policy reports generated automatically — FDA/IRB/AI Act ready

Realtime Features, Reproducible Results
Subscribe to features and events in real time, with deterministic replay for identical outputs

Dedicated StudyOps Pipeline
Preflight, drift/dropout watchdogs, postflight QC — reproducibility by design.
Sandboxed Plug-Ins
WASM/ONNX operators run in a secure sandbox with signed manifests and latency budgets.
Analysis-Ready Exports
Parquet/Arrow/BIDS formats, with loaders for MNE, EEGLAB, pandas — zero cleanup required. Export a portable bundle with audit logs, pipeline hash, plugin manifests, and sync certificate.
What makes Pearl different from EEG toolkits?
Does Pearl support my device?
Can I use Pearl for clinical trials?