Select TWO actions that demonstrate responsible AI use during early opportunity discovery.

A technically strong prototype exists, but customers report that the problem is rare and current alternatives work well. Select TWO Gate 1 interpretations.

Select TWO dimensions that belong directly to Venture Gate 1.

Within the Opportunity Lens, which dimension asks why a problem matters now rather than later?

A team presents its value proposition as 'an AI dashboard with alerts, analytics and a chatbot.' What is the strongest critique?

A student team proposes a cybersecurity service for micro-SMEs. Select TWO questions that test different early opportunity filters.

Complete the blank with ONE term: A measure such as raw page views that looks impressive but may not explain customer value is a metric.

A problem appears valid in Bahrain and the team wants to expand immediately across the GCC. Select TWO judgements that best reflect the course logic.

A team uses AI to cluster anonymised interview notes into themes. What is the most responsible next step?

A team still sees value in the underlying customer problem, but evidence shows its current route is weak. Which statement best distinguishes pivoting from stopping the direction entirely?