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:

  1. Research & Development

    • Drug Discovery
    • Pre-clinical Research
    • Clinical Development
    • Regulatory Affairs
  2. Manufacturing & Supply Chain

    • Process Development
    • Quality Management
    • Supply Planning
    • Distribution
  3. Commercial Operations

    • Market Access
    • Sales & Marketing
    • Medical Affairs
    • Patient Support
  4. 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

  1. Research & Development

    • LIMS (Laboratory Information Management)
    • CTMS (Clinical Trial Management)
    • EDC (Electronic Data Capture)
    • eTMF (Electronic Trial Master File)
  2. Manufacturing & Quality

    • ERP Systems (SAP, Oracle)
    • QMS (Quality Management)
    • MES (Manufacturing Execution)
    • LIMS (Lab Information Management)
  3. 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

  1. Drug Development Process

    • Target identification
    • Lead optimization
    • Pre-clinical testing
    • Clinical trials (Phase I-III)
    • Regulatory submission
  2. Manufacturing Process

    • Process development
    • Scale-up
    • Validation
    • Commercial production
    • Quality control
  3. 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

  1. Transformation Approach

    • Digital R&D
    • Agile clinical development
    • Digital manufacturing
    • Commercial excellence
    • Data-driven decision making
  2. 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:

  1. Internal

    • Scientific Leadership
    • R&D Teams
    • Manufacturing
    • Commercial Teams
    • Quality/Regulatory
  2. 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

  1. Research & Development

    • Pipeline Progress
    • Trial Success Rates
    • Time to Market
    • Patent Portfolio
  2. Operations

    • Manufacturing Yield
    • Quality Metrics
    • Supply Reliability
    • Cost of Goods
  3. 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