Developing Strategy and Data Analysis: Innovation and Strategic Options Study Notes

Entrepreneurship and Intrapreneurship

  • Conceptual Definitions and Foundations

    • Entrepreneurship: Defined by Harry Nystrom (1993) as the "visualisation and realisation of new ideas by insightful individuals, who are able to use information and mobilise resources to implement their visions."

    • Entrepreneur: An individual who perceives an opportunity, establishes viability, gathers resources, and creates an organization to pursue it. Vital traits include innate intelligence, creativity, flair for innovation, high energy levels, and a lack of risk aversion. Driven by both vision (spotting gaps) and necessity (e.g., caregiving requirements).

    • Intrapreneurship: Entrepreneurship within an existing organization. Coined by Gifford Pinchot III in 1978 as a "dreamer who figures how to turn an idea into a profitable reality." Steve Jobs (1985) described it as a team going "back to the garage, but in a large company."

  • Social Entrepreneurship

    • Focused on using commercial activity to generate profit used entirely or partially to address social/environmental problems. Organizations may have dual or triple bottom lines (financial, social, and/or environmental benefits).

    • Ashoka Network: Founded by Bill Drayton in 1980; identified as one of the largest networks for supporting change agents.

    • Types of Social Entrepreneurship:

      • Co-operatives: Exist to benefit members (e.g., credit unions).

      • Social Firms: Provide employment for disadvantaged groups (e.g., those with disabilities).

      • Socially Responsible Companies: Operations aligned with a social mission (e.g., Patagonia).

      • For-Profit with Social Impact: Support causes through donations (e.g., Warby Parker).

    • Case Studies:

      • TOMS: One-for-one model; over 95m95\,m shoes donated.

      • FIGS: Online medical apparel retailer; donated nearly 300,000300,000 scrubs in 2023.

      • Lush: Vegetarian/vegan recipes; "Charity Pot" campaign donates 100%100\% of profits to welfare/rights/conservation.

      • Dion’s Chicago Dream: Delivered over 1m1\,m lbs of fresh produce via the "Food is Medicine" program.

  • Comparison: Entrepreneurship vs. Intrapreneurship

    • Entrepreneurship: Independent of employer; Higher ROI; Rewards go to individual; More freedom; Risk taken by individual.

    • Intrapreneurship: Activity by employees/managers; Job security; Easier access to financial/human resources; Rewards go to company; Risk taken by company.

    • Barriers to Intrapreneurship: Complacency, bureaucracy, managerial fear (juniors outshining seniors), improper reward systems, and short-termism.

    • Organizational Examples:

      • Kodak (Failure): Steven Sasson invented the digital camera in 2012; Kodak suppressed it to protect film, leading to bankruptcy.

      • Google (Success): "Innovation Time Off" (20%20\% projects) led to Gmail.

      • Sony (Success): Ken Kutaragi developed the PlayStation while working for Sony.

The Entrepreneurial Process and Growth Stages

  • Main Steps in the Entrepreneurial Process

    1. Ideation: Sourcing ideas from demographic changes, regulatory shifts, market gaps, or fixing problems. Tools include PESTLE analysis.

    2. Evaluation: Distinguishing an idea from a "Business Opportunity" (defined by Baringer & Ireland as attractive, durable, timely). Statistics show 20%20\% of businesses fail in year 1 and 60%60\% within 3years3\,years.

    3. Planning: Building a roadmap (Proof of idea to launch). Components: Executive Summary, Industry Analysis, Marketing/Financial Plans, Exit Strategy.

    4. Getting Set Up: Choosing a legal form, securing domain names (.com.com, etc.), determining the Unique Selling Proposition (USP), and finding "love money" (family) or Venture Capital (VC).

    5. Launch: Implementing the marketing plan and gaining visibility.

  • Evaluation Criteria: Bankers vs. Venture Capitalists (VCs)

    • Bankers: Look for credit history, cashflow projections, realism, and collateral.

    • VCs: Look for proven management teams, defensible competitive advantage, reasonable valuation, and a clear exit strategy.

  • Stages of Entrepreneurial Growth

    1. Existence: Building a customer base; focus on covering startup costs.

    2. Survival: Demonstrating viability; major goal is cash forecasting to cover asset replacement.

    3. Success: Attained market penetration and economic success; decision to expand or stay stable.

    4. Growth: Pivotal stage; requires delegation and managing high debt-equity ratios.

    5. Maturity: Market leadership; professional management; risk of Strategic Drift.

    6. Exit: Harvesting value through an Initial Public Offering (IPO) or acquisition.

Innovation Frameworks

  • Definition & Characteristics

    • Developing new products/services to differentiate, stay relevant, and future-proof. Essential in the public sector to define and fix problems (Christian Bason, MindLab).

  • Types of Innovation

    • Incremental (Evolutionary): Simple improvements to existing products (e.g., annual car model updates).

    • Disruptive: Conflicts with and replaces traditional approaches (e.g., Uber, Netflix, AirBnB).

    • Architectural: Using existing technology to create new markets (e.g., Smartwatches using cellphone tech).

    • Radical: New technology opening new markets (e.g., MRI machines replacing X-rays).

  • Technology Push vs. Market Pull

    • Technology Push: Driven by R&D/breakthroughs (e.g., Touchscreens, Digital Twins). Volvo/Ford use Digital Twins for testing; Walmart uses them for store layout optimization.

    • Market Pull: Agile response to customer demand/problems (e.g., the evolution of cameras integrated into smartphones).

  • Product vs. Process Innovation

    • Product Innovation: New characteristics/uses (e.g., Revolut multi-currency accounts, Kindle devices).

    • Process Innovation: Improved ways of doing things to decrease unit costs or increase quality. Classic example: Henry Ford’s assembly line (reduced production time from 12hours12\,hours to 90minutes90\,minutes).

    • Digital Impact on Process: Results in Simple, Intelligent, Shared, Automated, and Real-time processes. Case: GitHub allows 65m65\,m developers to share code.

  • Open vs. Closed Innovation (Henry Chesbrough)

    • Closed: Internal R&D exclusivity. High demand on hiring qualified staff; protects intellectuals property (e.g., Apple's integrated ecosystem).

    • Open: Interactions with external ideas/suppliers/competitors. Example: SAP CollaborationJam; Tesla making drive technology patents public.

Diffusion of Innovation (DOI) Theory

  • Adopter Categories (E.M. Rogers, 1962)

    • Innovators (2.5%2.5\%): Risk-takers, price-insensitive (e.g., overnight queues for iPhones).

    • Early Adopters (13.5%13.5\%): Opinion leaders, role models.

    • Early Majority (34%34\%): Slower to adopt; need evidence/trust.

    • Late Majority (34%34\%): Sceptical, conservative, cost-sensitive.

    • Laggards (16%16\%): Bound by tradition; adopt only when forced.

  • Factors Influencing Adoption Speed

    • Relative Advantage, Compatibility, Complexity, Tryability, Observability, Social factors, and Demographics.

Strategic Use of Technology and Digital Business Models

  • First Mover Advantage

    • Establishing a dominant position. Examples: Apple (iPad), KFC (China), Netflix (Streaming).

    • Risks: Costs of educating customers; imitation by followers (e.g., Samsung/Sony copying AirPods).

  • Digital Business Models

    1. Free Offerings: Ad-revenue based (Facebook, Instagram).

    2. Freemium Model: Upselling basic users to paid plans (Spotify, LinkedIn, Canva).

    3. Subscription Model: Recurring revenue (Amazon Prime, Netflix).

    4. Marketplace Model: Connecting buyers/sellers for brokerage fees (Etsy, Alibaba).

    5. Sharing Economy: Unlocking underused adjacent assets (Airbnb, ParkonMyDrive.com).

    6. User Experience Premium: Charging for status/brand (Apple, Tesla).

    7. Ecosystem: Lock-in via hardware/software compatibility (Apple).

    8. On-demand: Immediate access to time/services (Uber, Upwork).

  • Disruptive Business Models

    • Involves turning industry beliefs on their head. Example: Target (Designer goods in discount stores); Adobe (Moving from licensing to monthly subscription).

Emerging Technologies and Strategy

  • Cloud Computing

    • Deployment: Public, Private, and Hybrid (optimizes security/flexibility).

    • Models:

      • IaaS (Infrastructure): Renting servers/storage (e.g., Microsoft Azure). Eliminates capital expense.

      • PaaS (Platform): Environment for developers; includes middleware.

      • SaaS (Software): Browser-based apps (e.g., Office 365, CRM).

    • Public Sector: UK Cloud First Policy (2013). Home Office portfolio reduced spend by 40%40\% via optimization.

  • Big Data and Data Analytics

    • The Five Vs: Volume, Velocity, Variety, Value, Veracity. (Summary adds Variability).

    • Analytics Techniques: Descriptive (past events), Diagnostic (why it happened), Predictive (forecasting via AI), Prescriptive (providing answers).

    • Sector Impacts: DWP uses data for targeted job advice; Moorfields Eye Hospital uses DeepMind AI to analyze 3,0003,000 scans per week.

  • Process Automation

    • BPA (Business Process): Automating end-to-end workflows.

    • RPA (Robotic Process): Using "bots" for repetitive tasks. A bank replaced capacity of 200200 full-time employees at 30%30\% of recruitment cost using 8585 bots. NHS Trust saved 82,000hours82,000\,hours; reduced GP referral time from 25minutes25\,minutes to 5minutes5\,minutes.

  • Artificial Intelligence (AI) and Generative AI

    • Generative AI: Creates content (text, image, code). Focuses on augmenting employees.

    • AI Adoption Approaches: Relieve (mundane tasks), Split up (steps), Replace (total job), Augment (enhancing skill).

    • DVSA: Uses AI to create risk scores for 23,00023,000 garages and 66,00066,000 testers, reducing enforcement prep time by 50%50\%.

  • Internet of Things (IoT)

    • Applications: IoMT (Medical), Smart Cities (Glasgow intelligent street lighting), Industrial IoT (Industry 4.0).

    • Case: Historic Environment Scotland manages 251251 unstaffed sites using low-power sensors.

    • Legislation: Product Security and Telecommunications Infrastructure Bill (UK) bans default passwords like 'admin'.

Agile Organisations

  • Five Trademarks (McKinsey)

    1. Strategy: "North Star" shared vision; Intense customer focus.

    2. Structure: Flat, scalable network of teams. Models include Cross-functional teams, Self-managing teams, and Flow-to-the-work pools.

    3. Process: Rapid iteration; "sprints" (1- to 2-week1\text{- to }2\text{-week} cycles). Decisions made at 70%70\% probability rather than 100%100\% certainty later.

    4. People: People-centric culture; "Shared and servant leadership." Role mobility.

    5. Technology: Integrated core technology; Next-generation delivery practices.

Generating Strategic Options (Porter, Bowman, Ansoff)

  • Porter’s Generic Strategies

    • Cost Leadership: Lowest cost base in sector (Ikea, Ryanair). Risks: Imitation.

    • Differentiation: Uniqueness valued by customers (Apple, Rolls-Royce).

    • Cost Focus vs. Differentiation Focus: Targeting specific niches.

  • The Strategy Clock (Bowman & Faulkner)

    • Option 1: Low price, low added value (No frills).

    • Option 2: Low price.

    • Option 3: Hybrid (Good quality at lower prices; e.g., IKEA).

    • Option 4: Differentiation.

    • Option 5: Focused differentiation (Premium price/luxury).

    • Options 6, 7, 8: Destination for Failure strategies (High price, low value).

  • Miles and Snow Strategy Stances

    • Prospector: Growth/Innovation (Google).

    • Defender: Protects current market (Marks & Spencer).

    • Analyser: Blend of both (Procter & Gamble).

    • Reactor: Playing catch-up; no clear strategy (Nokia history).

  • Ansoff’s Growth Matrix

    • Market Penetration: Existing product, existing market.

    • Product Development: New product, existing market.

    • Market Development: Existing product, new market.

    • Diversification: New product, new market. Includes Related (Vertical/Horizontal) and Unrelated (Spreading risk).

Corporate Strategy and Development Options

  • Insourcing vs. Outsourcing

    • Insourcing: Bringing activities back (repatriation). Driven by accountability, innovation control, and Cloud enablers.

    • Outsourcing: Contracting to external suppliers. Benefits: Economies of scale, access to specialized resources.

  • Divestment

    • Methods: Spin-offs (shares to existing holders), Direct Sale (cash), Equity Carve-out (%\% sold to public).

  • Corporate Parenting Styles

    • Financial Control: Extreme decentralization; centre acts as a banker.

    • Strategic Planning: Strong central coordination; SBUs focus on implementation.

    • Strategic Control: Centre co-ordinates strategy but SBUs develop it.

  • GE-McKinsey Nine-Box Matrix

    • Plots Industry Attractiveness vs. Business Strength. Options: Invest/Grow, Selective Investment, Harvest/Divest.

  • Strategic Development Methods

    • Internal Development: Fitting culture but takes time.

    • Strategic Alliances: Mutual benefit, risk sharing, co-specialization.

    • Mergers & Acquisitions: Speed to market, consolidation (e.g., Police Scotland merger of 88 forces).

Evaluation, Metrics, and Marketing

  • SAF Strategy Model

    • Suitability: Fits strategic position (SWOT/PESTLE check).

    • Acceptability: Stakeholder reaction, Risk, and Financial Return (ROI, Payback, NPV/DCF).

    • Feasibility: Can we actually do it? (Finance, People/Competences, Resource Integration).

  • McKinsey 7S Framework

    • Hard Elements: Strategy, Structure, Systems.

    • Soft Elements: Shared Values (Central), Style (Leadership types), Staff, Skills.

  • Objectives and Performance

    • SMART: Specific, Measurable, Achievable, Relevant, Time-bound.

    • The Four Es: Economy (spending less), Efficiency (spending well), Effectiveness (spending wisely), Equity (spending fairly).

  • The Marketing Mix

    • 4 Ps: Product, Price (Penetrative vs. Skimming vs. Dynamic), Place (Bricks & mortar vs. Online), Promotion.

    • 7 Ps (Services): + People, Process, Physical evidence.

    • Digital Marketing (6 Is): Interactivity, Intelligence, Individualisation, Integration, Independence of Location, Industry Restructuring.

  • Marketing Strategy (STP)

    • Segmentation: Demographics, Psychographics, Customer Behaviour, Geography.

    • Targeting: Undifferentiated, Concentrated (Niche), Multi-segment.

    • Positioning: Creating brand image/USP in consumer minds.

  • Ethics and Branding

    • Branding Crisis Management: 1. Acknowledge issue; 2. Withdraw product; 3. Communicate via top leadership.

    • Unethical Practices: Overstating fuel economy, airbrushing photos, "ambush marketing" (e.g., Ansett vs. Qantas during Olympics).