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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

Go-to Market Strategy, Growth Hacking, and Tech Stack

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

Successful teams know that winning adopters and deploying data analytics effectively across the Lean cycle hinges on a sharp go-to-market strategy. This strategy often leverages a growth hacking framework—-a data-driven approach powered by a modern tech stack designed to maximize customer conversion throughout the 2A3R funnel: acquisition, activation, retention, revenue, and referral.

To support this, the tech stack must go beyond basic front-end/back-end integration. It must seamlessly enable API communication, JSON data handling, and secure authentication, while also powering team collaboration, version control, automated testing, system integration, CI/CD pipelines, container management, and deployment to staging and production servers — all within a scalable, cloud-based infrastructure that spans regions and complies with cross-border data regulations.

At the application layer, it’s critical to align content management, email/social media/event marketing, and CRM tracking with continuous agile product development. This synergy fuels freemium models and product-led growth, accelerating acquisition and reducing churn, ultimately extending the trajectory of a healthy, active user base.

Yet, a persistent challenge remains: how to balance rapid time-to-market and fast customer wins with the long game of scalable product development. Over-engineering without delivering measurable values can stall momentum. That’s why strategy must also focus on product launch campaigns, pricing, channels, promotions, and partnerships, particularly within business and tech ecosystems that can drive sustainable growth.

At the heart of it all is the single source of truth—-data. From the first user interaction–call to action on a landing page to later referral of contacts from a loyal customer, the data tells the story: Did the value proposition resonate? Did the product deliver on its promise? Did users convert, engage, and return?

When every decision is informed by this journey, companies don’t just acquire users, they build communities of advocates.

Self-study Videos

  1. What is Growth Hacking – Data Driven Marketing (3 min 48 sec)
  2. Tips to Build a Winning Go-to-Market Strategy (20 min 48 sec)
  3. The single biggest reason why start-ups succeed (6 min 40 sec)
  4. How to Get Your First Customers (22 min 53 sec)
  5. The Best Way To Launch Your Startup (21 min 7 sec)
  6. Scaling Growth (34 min 45 sec)
  7. How to Improve Conversion Rates (18 min 56 sec)
  8. Design Tips to Convert More Customers | Design Review (23 min 49 sec)
  9. Startup Pricing 101 (19 min 32 sec)
  10. Product-Led Growth (19 min 44 sec)
  11. How to Choose a Tech Stack for Product-Led GTM (44 min 3 sec)
  12. Should you build or buy your marketing tech stack? (42 min 42 sec)
From Discovering Early Adopters to Deploying Big Data Analytics to Scale
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Design to Development Hand-off: Information Architecture, Wire-frames, Design System, and Prototype
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