The correct answer is A. Conduct risk workshops tailored to all stakeholders.
The issue in this question is not general project coordination, nor a lack of access to documentation. The problem is that important stakeholders do not share a common understanding of risk management principles . In risk management practice, the most effective way to address this gap is through targeted stakeholder education and engagement , especially in the early planning stage when common understanding is essential for setting roles, expectations, risk criteria, reporting methods, and response participation.
A workshop is the strongest option because it allows the risk manager to:
explain core risk concepts in a practical project context,
align different stakeholder groups on terminology and expectations,
answer questions in real time,
tailor the message to different audiences,
encourage participation in identifying, analyzing, and responding to risks.
This is especially important in an AI-based software project, where stakeholders such as data scientists, product owners, and external data vendors may have very different technical backgrounds, business priorities, and risk perspectives. A tailored workshop creates shared understanding across those groups and strengthens future collaboration.
Why the other options are incorrect:
B. Invite all stakeholders to daily coordination meetings Daily meetings are primarily for operational coordination, not structured risk education. They are also inefficient for broad stakeholder training and may not address the actual knowledge gap.
C. Distribute risk-policy documents to all stakeholders Sending documents alone is a passive approach. It does not ensure understanding, alignment, or stakeholder engagement. Documentation may support education, but it is not the best primary method here.
D. Provide project management training to all stakeholders This is too broad and not focused on the actual issue. The question asks specifically how to educate stakeholders on risk management principles , not on overall project management.
Best-practice reasoning:
Effective stakeholder engagement in risk management requires communication methods that are interactive, relevant, and adapted to stakeholder needs. Workshops are a recognized and practical tool for building awareness, clarifying risk roles, and supporting risk culture early in the project lifecycle.
Reference-aligned basis:
This answer is consistent with standard risk management guidance that emphasizes:
stakeholder engagement in establishing risk understanding,
the use of workshops and facilitated sessions for risk education and alignment,
early communication of risk management approach, roles, and responsibilities.
[References:, PMI, A Guide to the Project Management Body of Knowledge (PMBOK® Guide), Project Risk Management and Stakeholder Engagement, PMI, Practice Standard for Project Risk Management, ISO 31000, communication and consultation principles, ============]
