Industry 101 ‐ Life Sciences (Visualization) - larralapid/finds GitHub Wiki
Life Sciences Industry Knowledge Document
1. Industry Overview
Market Landscape
- Global life sciences market: $2+ trillion
- Key segments: Pharmaceuticals, Biotechnology, Medical Devices, Research & Development
- Major players: Big Pharma (Pfizer, Roche), Biotech (Amgen, Gilead), Device Manufacturers (Medtronic, Abbott)
- Rise of personalized medicine and digital therapeutics
- Growth in biosimilars and specialty medicines
Value Chain Visualization
flowchart LR
subgraph Research
R1[Drug Discovery]
R2[Pre-Clinical]
end
subgraph Development
D1[Phase I]
D2[Phase II]
D3[Phase III]
end
subgraph Commercial
C1[Manufacturing]
C2[Marketing]
C3[Distribution]
end
Research --> Development
Development --> Commercial
Regulatory Environment
mindmap
root((Life Sciences Regulations))
Clinical Research
GCP Guidelines
Trial Registrations
Patient Safety
Manufacturing
GMP Standards
Quality Systems
Environmental
Commercial
Marketing Rules
Pricing Controls
Safety Monitoring
Industry Challenges
- Long development cycles
- High R&D costs
- Regulatory compliance
- Patent cliffs
- Access to talent
- Digital transformation needs
- Data management complexity
- Market access hurdles
2. Business Architecture
Core Business Capabilities
flowchart TB
subgraph Research
direction LR
RD1[Target Discovery]
RD2[Pre-Clinical Testing]
RD3[Clinical Development]
end
subgraph Operations
direction LR
O1[Manufacturing]
O2[Supply Chain]
O3[Quality Control]
end
subgraph Commercial
direction LR
C1[Market Access]
C2[Sales]
C3[Medical Affairs]
end
Research --> Operations
Operations --> Commercial
Detailed Capabilities
L1 Capabilities:
-
Research & Development
- Drug Discovery
- Pre-clinical Research
- Clinical Development
- Regulatory Affairs
-
Manufacturing & Supply Chain
- Process Development
- Quality Management
- Supply Planning
- Distribution
-
Commercial Operations
- Market Access
- Sales & Marketing
- Medical Affairs
- Patient Support
-
Support Functions
- Regulatory Compliance
- Quality Assurance
- Pharmacovigilance
- Data Management
Operating Model
Typical Structures:
- Therapeutic Area-based
- Geography-based
- Function-based (R&D, Commercial, Manufacturing)
- Matrix organizations
- Center of Excellence models
3. Technology Landscape
Core Systems
flowchart TB
subgraph ResearchSystems
direction LR
RS1[LIMS]
RS2[CTMS]
RS3[eTMF]
end
subgraph CorePlatforms
direction LR
CP1[ERP]
CP2[QMS]
CP3[EDMS]
end
subgraph CommercialSystems
direction LR
CS1[CRM]
CS2[Marketing]
CS3[Safety]
end
ResearchSystems --> CorePlatforms
CorePlatforms --> CommercialSystems
Common Platforms
-
Research & Development
- LIMS (Laboratory Information Management)
- CTMS (Clinical Trial Management)
- EDC (Electronic Data Capture)
- eTMF (Electronic Trial Master File)
-
Manufacturing & Quality
- ERP Systems (SAP, Oracle)
- QMS (Quality Management)
- MES (Manufacturing Execution)
- LIMS (Lab Information Management)
-
Commercial Operations
- Veeva CRM
- Marketing Automation
- Safety/Pharmacovigilance
- Market Access Platforms
Technology Trends
- AI/ML in drug discovery
- Real-world evidence platforms
- Digital clinical trials
- Blockchain for supply chain
- Digital therapeutics
- Advanced analytics
- Cloud adoption
4. Value Streams & Processes
Core Value Streams
flowchart LR
A[Drug Discovery] --> B[Clinical Development]
B --> C[Regulatory Approval]
C --> D[Manufacturing]
D --> E[Market Access]
E --> F[Commercial]
subgraph Timeline
T1[5-7 years]
T2[6-8 years]
T3[1-2 years]
end
Key Processes
-
Drug Development Process
- Target identification
- Lead optimization
- Pre-clinical testing
- Clinical trials (Phase I-III)
- Regulatory submission
-
Manufacturing Process
- Process development
- Scale-up
- Validation
- Commercial production
- Quality control
-
Commercial Process
- Market access
- Launch planning
- Sales execution
- Medical affairs
- Post-market surveillance
5. Agile Transformation Context
Transformation Drivers
- Speed to market
- R&D efficiency
- Digital innovation
- Cost optimization
- Regulatory agility
- Patient centricity
Common Patterns
-
Transformation Approach
- Digital R&D
- Agile clinical development
- Digital manufacturing
- Commercial excellence
- Data-driven decision making
-
Organization Structure
- Product teams
- Development squads
- Digital CoEs
- Innovation hubs
6. Change Management Considerations
Cultural Aspects
- Scientific rigor focus
- Regulatory mindset
- Innovation culture
- Risk management
- Quality focus
- Patient safety priority
Stakeholder Management
Key Groups:
-
Internal
- Scientific Leadership
- R&D Teams
- Manufacturing
- Commercial Teams
- Quality/Regulatory
-
External
- Regulators (FDA, EMA)
- Healthcare Providers
- Patients
- Payers
- Research Partners
7. Reference Information
Industry Standards
- GMP (Good Manufacturing Practice)
- GCP (Good Clinical Practice)
- ICH Guidelines
- ISO Standards
- Pharmacopeia Standards
Key Frameworks
- Quality Management System
- Clinical Development Framework
- Regulatory Compliance Framework
- Commercial Excellence Model
Metrics & KPIs
-
Research & Development
- Pipeline Progress
- Trial Success Rates
- Time to Market
- Patent Portfolio
-
Operations
- Manufacturing Yield
- Quality Metrics
- Supply Reliability
- Cost of Goods
-
Commercial
- Market Share
- Sales Growth
- Market Access
- Patient Reach
Industry-Specific Systems
flowchart TB
subgraph ResearchTools
direction LR
RT1[LIMS]
RT2[CTMS]
RT3[EDC]
end
subgraph QualitySystems
direction LR
QS1[QMS]
QS2[EDMS]
QS3[LMS]
end
subgraph CommercialPlatforms
direction LR
CP1[Veeva]
CP2[Sales Force]
CP3[Marketing]
end
ResearchTools --> QualitySystems
QualitySystems --> CommercialPlatforms