EmMA is your AI-powered assistant for navigating TMF regulations, EMA guidelines, and inspection findings.
EmMA is an AI-powered regulatory assistant designed to help you with TMF regulations, guidelines, and EMA inspection findings.
Let's take a look at how EmMA was built and how she can help you.
We started by collecting and studying key regulatory documents from the European Medicines Agency (EMA):
We then extracted the text from these documents, split the content into manageable sections ("chunks"), and generated vector embeddings for each chunk. These embeddings allow EmMA to efficiently search and retrieve relevant information in response to your questions.
When you type a question in the chat window, EmMA searches through information from official documents. She finds the most relevant pieces, and then the AI uses both its pre-trained knowledge and the retrieved information to write a helpful answer for you. This way, you get answers that are based on real, trusted sources.
EmMA uses a technique called Retrieval-Augmented Generation (RAG) to answer your questions. Here's how it works under the hood:
This approach ensures that answers are not only accurate and relevant, but also grounded in the latest regulatory guidance and best practices.
EmMA is especially helpful for questions like:
Currently, EmMA is designed to answer single, focused questions. For complex or highly specific regulatory matters, always consult the original documents or a qualified regulatory expert.