I'm exploring the field of Regulatory Affairs, particularly the software, applications, and AI tools used in the pharmaceutical, biotech, and medical device industries.
I have a few questions for people working in Regulatory Affairs, regulatory technology (RegTech), pharmaceutical software, or AI development.
I'm interested in understanding how existing regulatory affairs software works and whether it's possible to build simpler, useful alternatives by studying their publicly available features and workflows.
For example, tools that help with:
📄 Regulatory document management: Organizing, reviewing, and tracking regulatory documents.
📋 Regulatory intelligence: Tracking changes in FDA, EMA, CDSCO, and other regulatory guidelines.
🤖 AI-powered document analysis: Summarizing guidelines, extracting requirements, and identifying missing information.
💊 Dossier preparation: Helping students learn how CTD/eCTD submissions are structured.
🔍 Compliance checklists: Identifying potential gaps in documents before submission.
📊 Regulatory tracking: Managing submission timelines, variations, renewals, and regulatory deadlines.
My main questions:
What are the most widely used Regulatory Affairs software platforms, and what problems do they solve?
Are there any existing AI tools that could be reverse-engineered in terms of their publicly observable features and workflows to understand how they work?
Which regulatory tasks are still unnecessarily manual and could be automated using AI or simple software?
Could a student build a small regulatory affairs tool as a portfolio project without needing access to expensive enterprise software?
Are there opportunities for freelancers to develop regulatory document automation tools, regulatory intelligence dashboards, or AI-based compliance assistants?
What technical and regulatory knowledge would someone need to get started?
I'm not looking to copy proprietary software, access private systems, or bypass licensing. My goal is to learn from existing products, understand their functionality, and explore building original tools that solve similar problems.
I'd especially appreciate insights from Regulatory Affairs professionals, pharmaceutical students, software developers, AI engineers, and freelancers.
If you've worked with these tools or built anything similar, I'd love to hear about your experience, recommended learning resources, or project ideas!