Innovation rarely begins with certainty. Whether you're launching a startup, developing a new product, or leading innovation inside an established organization, you begin with assumptions about customers, problems, opportunities, and the value you might create.

Innovation Under Uncertainty with AI
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Innovation Under Uncertainty with AI
This course is part of AI-Powered Business Model Innovation Specialization

Instructor: Dr. James V. Green
Included with Learn more
What you'll learn
Identify and challenge the assumptions that create the greatest uncertainty for new products, ventures, and innovation opportunities.
Identify customer segments and early adopters using behavioral evidence, market segmentation, and AI-assisted analysis.
Conduct effective customer discovery to uncover customer behaviors, pain points, jobs-to-be-done, and meaningful insights.
Use practical AI workflows and prompts to research opportunities, challenge assumptions, analyze evidence, and develop stronger value propositions.
Skills you'll gain
- Analysis
- Product Development
- Value Propositions
- Artificial Intelligence
- New Product Development
- Target Market
- Interviewing Skills
- Business Modeling
- AI Workflows
- Data-Driven Decision-Making
- Decision Making
- Customer Insights
- Target Audience
- User Research
- Innovation
- Market Opportunities
- Lean Methodologies
- Customer Analysis
- Prioritization
Details to know

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October 2026
4 assignments
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