Do You Struggle With…

Common challenges that slow down clinical research

Data Validation

Verifying dataset accuracy is tedious; missing values and inconsistencies often cause downstream issues

Code & Query Generation

Researchers spend excessive time writing and debugging SQL, Python, or R, leaving non-technical users behind

Visualization & Insights

Moving between tools to create charts, run models, and interpret results slows analysis and introduces errors

From Raw Data to Publication — in One Workflow

YuiQuery Research streamlines the entire journey from raw data to publication

By combining automated data validation, intelligent code generation, guided analytics, and integrated visualization, YuiQuery Research reduces errors, eliminates tool-switching, and accelerates insights — while ensuring compliance and collaboration

Natural language code generation interface

Natural Language Code Generation

Ask questions in natural language and generate validated SQL or Python instantly, expanding access to non-technical users

Guided analytics dashboard

Guided Analytics

Interpret results with statistical recommendations, plain-language explanations, and transparent assumptions

Visualization and export tools

Visualization Support

Publish findings seamlessly with ready-to-use charts, auto-filled citations, and draft manuscripts from integrated templates

BUILT FOR TRUST

Why You Can Trust YuiQuery Research

Minimal Metadata Sharing

Protect sensitive information by sharing only anonymized metadata (column names, data types). Your raw data never leaves your environment without explicit approval.

Human-in-the-Loop Approval

Stay in control of PHI by reviewing any real data before it leaves your environment. Every data export requires human approval.

Enforced k-Anonymization

Safeguard patient information by ensuring approved data is shared only in k-anonymized form. Data only appears in groups of 10 or more.

YuiQuery Research vs. Traditional Tools

FeatureYuiQuery ResearchLeading LLMStatistical Tools (e.g., R)
Visual data exploration using natural language✅Instant visuals🟧Text only❌
Data extraction using natural language✅Direct to SQL/EHR🟧Generates SQL but no EHR integration❌
PHI privacy safeguards✅Metadata only, HITL, k-anonymized❌No safeguards✅Local-only
Seamless end-to-end workflow✅Full pipeline❌Code/text only❌Requires multiple tools

Join the Free Beta

See how YuiQuery Research fits your workflow. Limited spots available.

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