// The work
Clinical trial documents arrive in mixed formats (PDF, DOCX, and XLSX). Researchers needed to annotate and extract structured data across all three formats without character-level drift, since regulated submissions require source fidelity through the annotation and analysis pipeline.
The team built custom format adapters that preserve byte-for-byte fidelity across format conversions, wrapped in a WYSIWYG annotation editor. Annotations feed directly into the AI analysis pipeline as typed, schema-validated structured data.