Research and development (R&D)
Quality assurance
and regulatory affairs
Supply chain
and operations
Sales and
marketing
Select a business function to see which of its processes have the most potential
Clinical
support
Shared services/support function
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Research and development (R&D)
Biomedical literature review
Competitive analysis
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Summarize and synthesize literature; predict/flag opportunities (including business development)
Conduct competitive analysis for clinical trials
Research and discovery
Clinical trial development
Data and software
Core product innovation
Data strategy
and management
Coordinate data ownership, usage, and strategy across R&D and product portfolio
Product innovation roadmap
Integrate generative
AI into core products; build an integration
path for products
without a roadmap
Research knowledge assistants
Trial
design
Trial
initiation
Coding software
Use internal and external data for research ideation, design, and interaction implications
Review clinical literature to identify relevant end-point metrics and other key data from prior trials; support real-world data analysis, site selection, etc.
Auto-draft trial summaries/FAQs; support patient identification, recruitment, and enrollment
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
Supply chain and operations
Forecasting assistant
Report generation
Manufacturing knowledge base management
Inspection automation
Transportation/warehouse planning assistant
Order assistant
Planning
Manufacturing
Logistics and distribution
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
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Help with predictions
and forecasting
Generate operational reports on performance, planning, etc.
Search and process vast amounts of legacy information to make improvement suggestions
Automate elements of
the inspection process
in manufacturing plants
Modify orders and reroute them for faster delivery; track and trace orders
Allow buyers to manage orders (e.g., tracking order status, requesting order details)
Quality assurance and regulatory affairs
General compliance assistant
Quality event prediction
Documentation assistant
Quality and compliance
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
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Reduce risk (e.g., identify potential violations for proactive risk mitigation)
Predict likely quality
events or hotspots;
suggest preemptive
steps to mitigate
Create and/or review quality documentation
Generative AI Potential | MEDTECH
Trial
execution
Trial closeout and analysis
Increase patient reporting and adherence for decentralized trials; employ AI-driven pathology where relevant
Perform site performance and biostatistics analyses (including safety monitoring) for submissions
Integrate coding software, such as GitHub Copilot, into data systems and processes
Adverse event management assistant
Identify and report adverse events; support escalation; validate data and reporting; streamline intake from distinct sources
Submissions support
Regulatory affairs
Reduce time to market and improve accuracy
of submissions (e.g., automatically draft dossiers)
Root cause and variance
analysis
Provide intel on how situations develop; measure performance against benchmarks; generate deviation reports
Sales and marketing
Contract management
and optimization
Sales copilot
Competitive intelligence/market research
Dynamic and personalized
ad copy
Multilingual content generation
Field service/technician assistant
Predictive support services
Sales
Marketing
Field service
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
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Support contract strategy, risk, and relationships
Provide sales analytics and product information; generate dynamic personalized content
Deliver research insights (e.g., market sizing) via chatbot
Generate images and text for targeted, personalized content based on prior interactions and segmentation
Generate and translate new content with greater accuracy
Provide information about appointment preparation requirements; answer appointment questions; give directions
Provide preemptive customer support before issues arise/worsen
Clinical support
Patient services support
Social media engagement automation
Contact center automation
Medical affairs
communications automation
Medical education support
Patient outreach/engagement
Medical affairs
Medical education
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
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Provide personalized, automated communications and recommended actions (e.g., medical info, reimbursement help)
Generate potential content for social
media based on prior communications
Provide contact
center agent support
or replacement recommendations
Generate targeted, customized sample messages for medical affairs
Support equipment operator/physician education, simulation,
and training
Shared services/support function
Meeting summaries
Code generation
Code translation
Code bug fixing
Data security
IT
Administrative
Research and development (R&D)
Quality assurance and regulatory affairs
Supply chain and operations
Sales and marketing
Clinical support
Shared services/support function
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Create meeting summaries based
on voice/transcripts
Create new development code
Support new code
with translations
Troubleshoot bug fixing
Protect data by identifying threats and areas of potential weakness
Meeting translation
Knowledge management
Translate text
Create more comprehensive and usable knowledge capture and generation
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