QLM EXPERIENCE RESIDENCY

AI-Enabled Business Analyst I

Demonstrate stakeholder discovery, requirements thinking, metric definition, data reasoning, AI-output validation, and business communication.

0/15 scenarios

1

Stakeholder Discovery

Understanding what stakeholders actually need vs what they ask for.

2

Converting ambiguity into buildable, testable requirements.

3

Defining metrics, detecting quality issues, and reasoning about causation.

4

Using AI as a tool while maintaining analytical judgment.

5

Synthesizing data, challenging assumptions, and communicating to executives.