Healthcare data is messy, but compliance is non-negotiable. In Local Mode, RTIO never sends raw data to LLMs or cloud servers. The AI inspects column metadata locally to suggest deterministic rules. You protect sensitive PHI while automating clinical data preparation.
Build longitudinal patient records correctly.
In Local Mode, raw patient records never leave your browser tab. Physical zero egress guarantees sensitive PHI stays within your perimeter.
Resolve duplicate patient IDs across EHR extracts using our client-side entity resolution and PII scanner. "J. Doe" and "John Doe" clustered safely.
Every normalization step generates an immutable SHA-256 verifiable hash, guaranteeing mathematical reproducibility for FDA filings or compliance checks.
A secure, auditable workflow from upload to export.
Drop CSV/Excel files. In Local Mode, data is processed in browser memory (DuckDB-WASM & OPFS) with zero cloud network transit.
26+ issue types detected: duplicate patients, missing fields, date inversions, format inconsistencies. AI reads metadata only.
Every cleaning rule requires your explicit approval. See before/after previews before any change is applied.
Download analysis-ready datasets with full audit trail. Every transformation logged for compliance documentation.
Built-in safeguards at every layer.
AI operates on statistical metadata (column types, null ratios, distributions). Raw patient data never leaves your browser tab in Local Mode.
Every operation logged with before/after hashes, timestamps, and user attribution to support HIPAA and SOC2 compliance documentation.
Built-in entropy scanner flags and masks SSNs, medical IDs, and names locally before data can be shared or exported.
Inject mathematical Laplace noise into statistical summaries to prevent re-identification while preserving analytic utility.
Privacy-first architecture with zero raw data egress and automated PII masking. Full audit trail for every operation.