Which phrase describes a common issue encountered at the start of analytics engagements?

Choosing the phrase that highlights a common issue at the start of analytics engagements points to the tendency of teams to rush into developing solutions without adequately understanding or analyzing the underlying problems. This can lead to misaligned outcomes and wasted resources, as the effort may not address the actual needs or challenges faced by the organization.

When teams bypass a thorough problem analysis, they may focus on data that confirms their initial assumptions or hasty conclusions, leading to incomplete insights. This can result in ineffective or misguided strategies that do not solve the core issues or may even exacerbate them. Thus, the emphasis on taking the time to analyze problems correctly is crucial for successful analytics engagements, ensuring that the efforts and data used align with the real needs of the stakeholders involved.

In contrast, effective projection of resources and prioritizing stakeholder communication are essential practices that can help support the engagement but do not specifically address the pitfalls associated with initiating an analytics project. Similarly, while excessive time spent analyzing data can be detrimental, it is less common than the issue of rushing into solutions without a complete understanding, making the focus on this phase of engagement vital for success.