Non-profit Community Hub•Not affiliated with CDISC/SAS•Contributions Welcome•Non-profit Community Hub•Not affiliated with CDISC/SAS•Contributions Welcome•

Clinical AI Center

Select a specialized agent to assist with your clinical programming workflow.

Important: Independent Validation Required

All content generated by AI tools on this platform should be validated independently before using in real clinical projects. AI-generated code, specifications, and documentation may contain errors, hallucinations, or logic gaps. Always review outputs against your study protocol, SAP, and company SOPs before incorporating into production environments.

Code & Prompt Studio

The original toolkit. Build detailed LLM prompts, generate SAS/Python code, or convert legacy code between languages.

Launch Tool

Automated Specs Creator

Reverse engineer your code. Paste a derivation script (SAS/Python) and get a formatted Define.xml style mapping specification.

Launch Tool

Logic Explainer

Get professional documentation of complex macros or scripts. Focuses on business logic and data flow, not syntax.

Launch Tool

Raw Dataset Generator

Upload eCRF specs (Excel) and generate linked SAS raw datasets with 5 subject scenarios — screen failure, ongoing, completed, discontinued, and follow-up.

Launch Tool

New

TS Domain Generator

Generate a complete CDISC Trial Summary (TS) domain. Enter core study parameters, AI expands to 30-40 rows with QC verification, then download as Excel.

Launch Tool

How to Use Each Tool

Guidelines and expectations for best results

Code & Prompt Studio

What to Expect

Generate production-ready SAS, Python, or R code for SDTM, ADaM, and TLF domains
Convert code between languages (e.g., SAS ↔ Python) while preserving clinical logic
Build structured prompts for clinical programming tasks

How to Use

Select a mode (Generate, Convert, or Prompt Builder), choose your language and domain, describe your task clearly, and submit. The more specific your prompt, the better the output.

Automated Specs Creator

What to Expect

Generates a Define.xml-style mapping specification table from your code
Identifies variable names, labels, types, lengths, origins, and derivation logic
Best suited for well-structured derivation programs

How to Use

Paste your SAS or Python derivation code into the input box and submit. The tool will analyze the code and produce an HTML specification table that you can copy into your documentation.

Logic Explainer

What to Expect

Produces a header summary of overall objective and data flow
Adds inline comments explaining business logic and derivation rules
Focuses on 'why' (clinical context) rather than 'what' (syntax)

How to Use

Paste any clinical programming code (macros, derivations, etc.) and submit. The output is the original code annotated with professional inline comments. All output is valid runnable code.

Raw Dataset Generator

What to Expect

Generates complete SAS DATA steps for each CRF page in your uploaded eCRF specification
Creates 5 linked subjects with clinically realistic scenarios (screen failure, ongoing, completed, discontinued, follow-up)
Uses exact variable names, labels, and types from your spec

How to Use

Upload your eCRF specification Excel file, provide a study name, and submit. The tool reads all sheets/pages and generates SAS code with proper LENGTH, LABEL, and FORMAT statements. Best used for generating test data during study start-up.

TS Domain Generator

What to Expect

Generates 30-40 TS parameter rows from your core study inputs
AI infers standard parameters (INTMODEL, STYPE, TTYPE, NARMS, etc.) from study context
QC agent verifies all TSPARMCD values against CDISC Controlled Terminology
Editable table lets you review, modify, add, or delete rows before export

How to Use

Fill in the core study fields (Study ID, Drug, Phase are required). Optionally add dictionary versions. Click Generate — the AI creates the full TS dataset. Review the editable table, make corrections, then download as .xlsx.