Our generative AI agents, or “bots” that we co-create with and implement in Pharma, Biotech & Medtech organizations are multi-talented, able to take on a wide range of business tasks and challenges. These agents are pre-trained and validated by domain experts before releasing to teams or entire organizations, ensuring consistently high-quality outputs regardless of user experience.
The key advantage is that prompting is not necessary – the agents assist on complete tasks without the need for detailed user instructions. Additionally, the quality level remains constant, benefiting both experienced AI users and those new to generative AI tools.
This pre-validation by internal experts (such as a selected Medical Affairs team) , combined with the agents’ inherent adaptability, allows organizations to leverage the full potential of gen AI across their pharmaceutical, biotech, and medtech operations. From internal training, tailored content generation, regulatory processes support to enhancing customer interactions, these versatile agents drive continuous value creation.
Organizations we’ve collaborated with leverage a suite of these adaptable agents to fulfill specific needs across their pharmaceutical, medtech, and biotech operations.
- Chat – Ad-hoc questions without halucinations but with evidence based results
- Validator – Validates information, data, and content for accuracy and quality, fully referencing publications and approved Veeva materials
- Quizbots – Smart training tool that builds quizzes on any topic that has approved content
- Tutor – Provides personalized training and development for your team
- Talking head HCP engagement simulations – Enables lifelike conversational scenarios to enhance customer/HCP interactions
- Protocol & CSR – Assists with crafting comprehensive regulatory submissions and reports
- Dossier writing – Generates in-depth and detailed documents and dossier based on agreed structures
- SOP Monitor – Helps ensure standard operating procedures are up-to-date and properly followed
- HTA Scanner – Streamlines the health technology assessment process and screening external changes
- Competitor Scanner – Provides valuable market intelligence and competitive insights
- Summary – Summarizes key information to enhance comprehension and decision-making
- Comparison – Enables side-by-side comparisons to support analysis and evaluation
Why FFI-Ventures?
- With extensive experience in Pharma & Medical Affairs, FFI deeply understands the unique challenges and requirements of Medical Affairs teams.
- FFI combines its generative AI expertise with an in-house agency, ensuring solutions are tailored to your specific needs and grounded in real-world practicality.
- Proven Track Record as FFI has successfully implemented private generative AI solutions for numerous healthcare companies, demonstrating its ability to drive tangible results and return on investment.
Generative AI is here to stay! By partnering with FFI, you’ll gain a trusted ally with the expertise to unlock the full potential of this transformative technology, empowering your organization to deliver exceptional value to healthcare professionals and patients alike. Reach out to us!
About OneRay.ai
OneRay.ai is a second-generation, bespoke generative AI solution co-created with medical affairs teams, incorporating a comprehensive set of features tailored to the unique needs within Pharma. Developed through close collaboration and iterative feedback loops, this platform offers a wide array of functionalities highly relevant to medical affairs professionals, such as automated literature summarization, medical content generation, validated data integration from internal and external sources, and specialized features such a medical key messages and behaviour change integration for engaging healthcare professionals and patients compliantly.