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Data and AI Driven Product and Service Design

Curriculum

  • 1 Section
  • 8 Lessons
  • 8 Weeks
Expand all sectionsCollapse all sections
  • Lessons
    8
    • 1.1
      Digital Transformation Through Lean and AI-Driven Product Development
    • 1.2
      Customer Development and Design Thinking
    • 1.3
      UX in Agile Development Using Scrum
    • 1.4
      From Discovering Early Adopters to Deploying Big Data Analytics to Scale
    • 1.5
      Go-to Market Strategy, Growth Hacking, and Tech Stack
    • 1.6
      Design to Development Hand-off: Information Architecture, Wire-frames, Design System, and Prototype
    • 1.7
      From Workflow to Agents: API and AI As Product
    • 1.8
      Qualitative and Quantitative Research and Testing

Digital Transformation Through Lean and AI-Driven Product Development

https://hkdesign.org/wp-content/uploads/2025/08/Rewiring_the_Modern_Company__Your_Playbook_for_AI.mp4

To thrive amid the challenges of digital disruption and transformation, organizations—public or private, established enterprise or startup, profit or non-profit—must go beyond aligning IT strategy with business goals. They need a dynamic roadmap for adopting emerging technologies and managing organizational change, enabling them to deepen digital competency and deliver more engaging products and services in an increasingly competitive landscape.

Compelling products and services rely on a robust value proposition—a business model that bridges customer needs with a modern digital platform infrastructure and is underpinned by sustainable financial flows. Recognizing this, forward-thinking companies are embracing the Lean Approach: blending business model innovation, recurring customer engagement, and agile product development. This enables them to quickly and cost-effectively iterate toward the elusive product-market fit.

Simultaneously, the rise of large language models (LLMs) and agentic app ecosystems is transforming the Lean Approach itself. Powerful new tools streamline both platform infrastructure development and customer insight. Full stack developers, empowered by these advancements, can now design and launch innovative products at unprecedented speed and scale, achieving tremendous gains in productivity.

To keep pace, today’s product professionals must adopt a transformative mindset—seamlessly integrating platforms, APIs, and AI agents into their processes. Leveraging AI as collaborators, they can craft intelligent, data-driven features and deliver extraordinary customer experiences that set their offerings apart in the digital era.

Self-study Videos

  1. Navigating digital disruption (3 min 39 sec)
  2. Bloomberg’s Need to Know: Digital Transformation (2 min 48 sec)
  3. Drive Digital Transformation With Platform Strategies (5:26 min)
  4. Platform Technologies (8:49 min)
  5. The Lean Approach: The Lean Method (5 min 21 sec)
  6. Lean Startup Explained (9 min 15 sec)
  7. The Business Model Canvas – 9 Steps to Creating a Successful Business Model (9 min 41 sec)
  8. The Art of Startup Finance: Business Processes – Your Business Model Formula (5 min 24 sec)
  9. Strategyzer’s Value Proposition Canvas Explained (3 min 12 sec)
  10. The New Lean Startup (13:25 min)
  11. Steve Blank Unfiltered: Lean Startup’s Evolution, AI Revolution, and Silicon Valley’s Hidden Truths (43 min 42 sec)
  12. Digital Transformation Strategy: Become an AI Company (45 min 47 sec)
Customer Development and Design Thinking
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