- AI in PV
- AI Implementation
- AI Training
- AI Compliance
- Regional Coverage
- Expertise
- QPPV Services
- Medical Safety
- Aggregate Reports
- Signal and Risk Management
- Audits and Due Diligence
- Training and Consultancy
- Digital Transformation
- Technology
Generative AI, particularly through LLM (Large Language Model)-based solutions, will transform the automation of pharmacovigilance. We're ready, are you?
Generative AI can be deployed in various processes such as monitoring data sources and case intake, managing safety signals and risks, analysing complex data, reporting adverse events, improving submissions and compliance, and providing training, education, and patient support.
Compared to traditional predictive ML (Machine Learning)-based AI, it offers reduced complexity, enhanced agility, and a much quicker time to market.
By making Generative AI and LLM technologies central to our strategy, we ensure that your business is not only keeping pace but also setting the standard for AI-driven pharmacovigilance solutions.
The AI revolution at the enterprise level necessitates a cultural shift, and we recognize that the newly introduced business processes, more robust infrastructure, real data readiness, and having the right talent all require a well-considered change-management approach.
As acknowledged industry experts in AI for PV, iVigee has the real-world knowledge and critical analysis experience to support you at all levels in your integration of AI and operations, from introductory to advanced implementation.
Data Health Assessments: We can execute thorough evaluations of your existing data architectures, quality, and governance to pinpoint deficiencies and improvement opportunities.
Infrastructure Evaluation and Strategic Planning: Assessment and guidance on upgrading IT infrastructure to support AI initiatives, ensuring your infrastructure is AI-ready.
Data Strategy and AI Objectives alignment: The creation of a comprehensive data strategy that supports your AI goals, covering data collection, storage, management, and governance.
Establishing an AI-Compatible Infrastructure: The implementation of a scalable, secure, and cost-effective AI infrastructure with cloud services, data lakes, and necessary computing resources.
Security and Regulatory Compliance: Ensuring all AI deployment meet security and validation compliance standards.
Embedding LLMs within your safety department, using high level providers like OpenAI, and collaborating with major cloud platforms such as Azure OpenAI Service, AWS, Google Cloud, or adopting on-premises LLM solutions.
The design, deployment, and oversight of PV-tailored system prompts, including robust compliance and governance structures.
Evaluating and fine-tuning LLM models, incorporating specific pharmacovigilance domains and contextual data.
Retrieval Augmented Generation (RAG) implementation, including comprehensive guardrails, expanding knowledge searches, additional QC layers and more, for a compliant and robust domain-driven design that respects your company ethics and standards
The deployment of Vector databases and Knowledge Graphs for sophisticated indexing and management of AI-relevant organizational knowledge.
The implementation of immutable data patterns, such as event-based streams or blockchains, for integrity-protected, reliable, single-truth data sources.
The migration to cloud-first AI-optimized PV system architectures, enhancing both scalability and operational efficiency.
The implementation of LLM prompts, tools, and platforms, including ChatGPT, Office products, low-/no-code AI environments, and related technologies.
Our AI in PV Masterclass course provides a customised hands-on AI training program tailored exclusively to your team and objectives.
iVigee’s focus on Generative AI use-cases in data collection, case and signal management, regulatory intelligence, and other critical safety operations, positions us at the leading edge of innovative technology with the most progressive and scalable solutions.
We can guide you on setting realistic expectations, fostering organisational readiness, clarifying AI's strategic value, evaluating its impact on roles and efficiency, and ensuring sustained executive engagement.
Partnering with iVigee puts you immediately ahead in the technology adoption curve, pioneering generative AI pharmacovigilance implementation and development.
Our iViMedic Contact Centre Solution, and our iViReg Regulatory Intelligence Platform, are world leading AI-based platforms that testify to our advanced real-world use of AI in PV.
We are committed to ensuring your AI integration delivers on expectations; our reputation depends on your success.
Whatever your AI Implementation requirements, our experienced AI team can provide the solution.