git:20251217.3f83b43 to git:20251217.c0ba627

7 added, 214 removed. Audit A to A.

---

name: rd-management

description: R&D management expertise for R&D portfolio management, technology roadmapping, research methodology, patent strategy, lab management, academic partnerships, and regulatory pathways. Use when managing research programs, planning technology roadmaps, or building patent portfolios.

---

# R&D Management Expert

Comprehensive R&D frameworks for research strategy, technology roadmapping, and innovation pipeline management.

## R&D Strategy

### R&D Portfolio Framework

```

PORTFOLIO DIMENSIONS:

BY TYPE:

- Basic Research (10-20%)

- Applied Research (20-30%)

- Development (50-70%)

BY TIME HORIZON:

- Near-term (<2 years)

- Mid-term (2-5 years)

- Long-term (>5 years)

BY RISK:

- Core (incremental)

- Adjacent (new territory)

- Breakthrough (transformational)

PORTFOLIO BALANCE:

Mature companies: More development, less research

Growth companies: More research, balanced development

Disruption risk: More breakthrough investment

```

### R&D Investment Analysis

| Metric | Formula | Benchmark |

|--------|---------|-----------|

| **R&D Intensity** | R&D Spend / Revenue | Industry specific |

| **R&D Efficiency** | New Product Revenue / R&D Spend | >2x |

| **Patent Yield** | Patents / R&D Spend | Varies |

| **Time to Market** | Concept to launch | Decreasing |

| **Project Success** | Successful / Total projects | 20-40% |

### R&D Operating Models

```

CENTRALIZED:

- Single R&D organization

- Economies of scale

- Technology leverage

- Long-term focus

Pros: Efficiency, coordination

Cons: Distant from business

DECENTRALIZED:

- Business unit R&D

- Close to market

- Faster response

- Application focus

Pros: Relevance, speed

Cons: Duplication, short-term

HYBRID:

- Central research labs

- BU development teams

- Shared services

- Technology transfer

Pros: Balance

Cons: Coordination complexity

```

## Technology Roadmapping

### Roadmap Structure

```

TECHNOLOGY ROADMAP LAYERS:

MARKET LAYER:

- Customer needs

- Market trends

- Competitive dynamics

- Regulatory changes

PRODUCT LAYER:

- Product generations

- Feature evolution

- Platform decisions

- Release timing

TECHNOLOGY LAYER:

- Core technologies

- Enabling technologies

- Emerging technologies

- Technology dependencies

RESOURCE LAYER:

- Capabilities needed

- Skill development

- Partnerships

- Infrastructure

```

### Roadmapping Process

| Phase | Activities | Output |

|-------|------------|--------|

| **Planning** | Scope, team, timeline | Charter |

| **Analysis** | Market, technology, gap | Insights |

| **Synthesis** | Prioritization, sequencing | Draft roadmap |

| **Validation** | Stakeholder review | Refined roadmap |

| **Communication** | Publication, training | Deployed roadmap |

| **Maintenance** | Updates, governance | Living document |

### Technology Maturity

```

TECHNOLOGY READINESS LEVELS (TRL):

TRL 1: Basic principles observed

TRL 2: Technology concept formulated

TRL 3: Experimental proof of concept

TRL 4: Technology validated in lab

TRL 5: Technology validated in relevant environment

TRL 6: Technology demonstrated in relevant environment

TRL 7: System prototype demonstrated in operational environment

TRL 8: System complete and qualified

TRL 9: Actual system proven in operational environment

INVESTMENT BY TRL:

TRL 1-3: Research funding

TRL 4-6: Development funding

TRL 7-9: Engineering/Launch funding

```

## Research Management

### Research Project Types

|------|------|----------|------|

- ### Research Methodology

- ```

- SCIENTIFIC METHOD:

- 1. OBSERVATION

- - Literature review

- - State of the art

- - Gap identification

- 2. HYPOTHESIS

- - Research questions

- - Testable predictions

- - Variables definition

- 3. EXPERIMENTATION

- - Experimental design

- - Data collection

- - Controls

- 4. ANALYSIS

- - Statistical analysis

- - Pattern identification

- - Interpretation

- 5. CONCLUSION

- - Hypothesis validation

- - Limitations

- - Future work

- 6. COMMUNICATION

- - Publications

- - Patents

- - Knowledge transfer

- ```

- ### Lab Management

- ```

- LAB OPERATIONS:

- SAFETY:

- - Safety protocols

- - Training requirements

- - Equipment certification

- - Incident reporting

- EQUIPMENT:

- - Inventory management

- - Calibration schedules

- - Maintenance programs

- - Capacity planning

- DATA:

- - Electronic lab notebooks

- - Data management

- - Version control

- - Archiving

- QUALITY:

- - SOPs

- - Peer review

- - Reproducibility

- - Documentation

- ```

- ## Development Process

- ### Product Development Framework

- ```

- PRODUCT DEVELOPMENT STAGES:

- CONCEPT:

- - Idea generation

- - Feasibility study

- - Preliminary business case

- - Gate: Concept approval

- PLANNING:

- - Detailed requirements

- - Architecture design

- - Project plan

- - Gate: Plan approval

- DEVELOPMENT:

- - Detailed design

- - Prototype building

- - Testing

- - Gate: Design freeze

- VALIDATION:

- - System testing

- - Customer validation

- - Manufacturing readiness

- - Gate: Launch approval

- LAUNCH:

- - Production ramp

- - Market launch

- - Performance tracking

- - Gate: Post-launch review

- ```

- ### Development Methodologies

- | Method | Best For | Key Features |

- |--------|----------|--------------|

- | **Waterfall** | Hardware, regulated | Sequential, documented |

- | **Agile** | Software, uncertain | Iterative, flexible |

- | **Stage-Gate** | New products | Phase gates, portfolio |

- | **Lean** | Startup, validation | MVP, pivots |

- | **Hybrid** | Complex products | Combined approaches |

- ### Engineering Standards

- ```

- ENGINEERING EXCELLENCE:

- DESIGN STANDARDS:

- - Design for manufacturing (DFM)

- - Design for reliability (DFR)

- - Design for test (DFT)

- - Design for service (DFS)

- QUALITY STANDARDS:

- - Design reviews

- - FMEA (Failure Mode Effects Analysis)

- - Design verification

- - Design validation

- DOCUMENTATION:

- - Requirements specs

- - Design specs

- - Test protocols

- - Manufacturing specs

- ```

+ For detailed research methodology, lab management, product development frameworks, and engineering standards, see [Research Frameworks Reference](references/research-frameworks.md).

## Academic Partnerships

### Partnership Models

|-------|------------|-----------|------------|

### University Collaboration

```

COLLABORATION FRAMEWORK:

RELATIONSHIP BUILDING:

- Faculty engagement

- Student recruiting

- Advisory boards

- Speaking engagements

PROJECT MANAGEMENT:

- Clear objectives

- Milestone tracking

- Regular communication

- IP agreements upfront

TECHNOLOGY TRANSFER:

- Licensing evaluation

- Patent prosecution

- Startup spin-offs

- Joint development

SUCCESS METRICS:

- Publications

- Patents

- Technologies adopted

- Hires from program

```

- ## Regulatory Pathways

- ### Regulatory Strategy

- ```

- REGULATORY PLANNING:

- PRE-SUBMISSION:

- - Regulatory mapping

- - Classification determination

- - Pathway selection

- - Pre-submission meetings

- SUBMISSION:

- - Documentation preparation

- - Clinical/technical data

- - Quality system documentation

- - Regulatory application

- REVIEW:

- - Agency interaction

- - Information requests

- - Deficiency responses

- - Approval/clearance

- POST-MARKET:

- - Compliance monitoring

- - Adverse event reporting

- - Changes/supplements

- - Renewals

- ```

- ### Industry-Specific Pathways

- | Industry | Primary Regulator | Key Pathways |

- |----------|-------------------|--------------|

- | **Pharma** | FDA, EMA | NDA, BLA, 505(b)(2) |

- | **Medical Device** | FDA, Notified Bodies | 510(k), PMA, De Novo |

- | **Food** | FDA, USDA | GRAS, Food Additive |

- | **Chemical** | EPA, REACH | TSCA, REACH registration |

- | **Automotive** | NHTSA, EPA | FMVSS, Emissions |

- ### Clinical Development

- ```

- CLINICAL TRIAL PHASES:

- PRECLINICAL:

- - Lab studies

- - Animal studies

- - Safety pharmacology

- - IND/IMPD preparation

- PHASE 1:

- - Safety focus

- - 20-100 subjects

- - Dose finding

- - PK/PD studies

- PHASE 2:

- - Efficacy signal

- - 100-500 subjects

- - Dose optimization

- - Safety monitoring

- PHASE 3:

- - Pivotal efficacy

- - 1000+ subjects

- - Regulatory endpoints

- - Safety database

- PHASE 4:

- - Post-market

- - Real-world evidence

- - Long-term safety

- - Label expansion

- ```

+ For detailed regulatory pathways and clinical development phases, see [Regulatory & Clinical Development Reference](references/regulatory-clinical.md).

## R&D Metrics & Governance

### R&D KPIs

| Category | Metric | Benchmark |

|----------|--------|-----------|

| **Input** | R&D spend | % of revenue |

| **Process** | Project milestones | On-time % |

| **Output** | Products launched | Per year |

| **Efficiency** | Cost per project | Improving |

| **Quality** | First-time success | >30% |

| **Speed** | Cycle time | Decreasing |

### R&D Governance

```

GOVERNANCE STRUCTURE:

PORTFOLIO REVIEW BOARD:

- Investment allocation

- Project prioritization

- Resource decisions

- Go/No-go decisions

PROJECT GOVERNANCE:

- Stage gate reviews

- Technical reviews

- Business case updates

- Risk management

TECHNICAL GOVERNANCE:

- Architecture decisions

- Technology standards

- Platform decisions

- Make/buy/partner

MEETING CADENCE:

| Forum | Frequency | Participants |

|-------|-----------|--------------|

| Portfolio Review | Quarterly | Executives |

| Project Review | Monthly | Project sponsors |

| Technical Review | As needed | Technical leaders |

| Team Standups | Weekly/Daily | Project teams |

```

## R&D Talent

### Technical Career Path

```

DUAL LADDER SYSTEM:

TECHNICAL TRACK:

- Associate Engineer

- Engineer

- Senior Engineer

- Principal Engineer

- Fellow

- Distinguished Fellow

MANAGEMENT TRACK:

- Team Lead

- Manager

- Director

- VP Engineering

- SVP/CTO

EQUIVALENCIES:

Principal Engineer ≈ Director

Fellow ≈ VP

Distinguished Fellow ≈ SVP

CAREER DEVELOPMENT:

- Technical certifications

- Publication requirements

- Patent expectations

- Leadership development

```

### Technical Community

```

COMMUNITY BUILDING:

KNOWLEDGE SHARING:

- Technical forums

- Lunch & learns

- Internal conferences

- Best practice sharing

DEVELOPMENT:

- Training programs

- Mentoring

- Rotation programs

- External conferences

RECOGNITION:

- Technical awards

- Patent recognition

- Publication support

- Innovation prizes

```

+ ## References

+ - [Research Frameworks Reference](references/research-frameworks.md) - Research methodology, lab management, product development, engineering standards

+ - [Regulatory & Clinical Development Reference](references/regulatory-clinical.md) - Regulatory strategy, industry pathways, clinical trial phases

## See Also

- [Fortune 50 Innovation](../fortune50-innovation/SKILL.md)

- [Fortune 50 Product Management](../fortune50-product-management/SKILL.md)

- [Fortune 50 Operations](../fortune50-operations/SKILL.md)