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<strong>AI Assistant app for Medical Device Regulatory Affairs and Quality Assurance.</strong>

The AI Assistant app offers a comprehensive suite of tools to streamline Regulatory Affairs and Quality Assurance processes for medical device companies. Here's a breakdown of its key functionalities:

Trend Analysis and Reports (AI Analysis Assistant):

* Personalized Search: Effortlessly search through various datasets relevant to medical devices, including medical journals, warning letters, adverse event reports, and regulatory filings. 
* Customizable Data Sources: Gather information from a wide range of sources, including local files, network drives, user interfaces, websites, openFDA APIs, CDC APIs, and more. 
* Natural Language Processing (NLP): Utilize Google Gemini LLM to formulate search queries using natural language, making the process intuitive.
* Data Correlation: Run powerful correlation analysis across different data categories, identifying potential trends and patterns within medical device safety and performance.
* Data Tracking and Reporting: Save and track collected data for in-depth trend analysis and generate reports in various formats like PDF, Word, CSV, XLS, and JPEG.

Complaint Reportability Estimation (AI Complaints Assistant):

* Effortless Complaint Input: Submit complaints through the user interface (UI) or upload them directly from Word or PDF files (local or network).
* NLP-powered Reportability Index: The AI estimates the reportability of a complaint based on pre-configured criteria and NLP analysis, helping determine if an FDA Form 3500 needs to be submitted.
* Traceable Reasoning: The assistant provides clear explanations for its reportability estimations, referencing the specific data points and regulations used in the evaluation.
* Real-time and Batch Processing: Supports both real-time analysis for immediate complaint intake processing and batch mode for retrospective analysis of existing complaint data.
* Flexible Output: View the reportability assessment with reasoning on the UI or export it to supported file formats.

Risk Assessment Assistant (AI Risk Assistant):

* Streamlined Data Mining: Extract targeted data from diverse sources, tailored to uncover crucial insights on common potential hazards related to usability, manufacturing, design, and other key areas.
* Probability Estimation: The AI assistant can assist in estimating the likelihood (P1 and P2) of potential risk scenarios arising from device use.
* Benefit-Risk Analysis Support: Facilitate a comprehensive benefit-risk analysis for your medical device, ensuring a clear understanding of potential advantages and drawbacks.
* Regulatory Support:**  Generate product safety update reports, clinical evaluation plans, and regulatory submissions with greater efficiency.
* Risk Assessment Frameworks: The assistant supports various risk assessment frameworks, including Process Hazard Analysis (PHA) and Failure Mode and Effect Analysis (FMEA) for design, usability, and process-related risks.

This AI assistant empowers medical device companies to work more efficiently in RA and QA activities, promoting a data-driven approach to ensure medical device safety and regulatory compliance. 

== Getting started ==
* AI Analysis Assistant
* AI Complaints Assistant
* AI Risk Assistant