A sales manager reviews a pipeline dashboard and sees that a large opportunity has been flagged with a declining deal-risk signal, driven by reduced stakeholder engagement and a lapse in recent activity. The manager is deciding how to respond. What is the most appropriate use of this AI-generated signal?
Select an answer to reveal the explanation.
Short Explanation
A dropping risk signal is a nudge to go find out what is really going on, not a verdict to act on by itself. It is built from patterns like fading engagement and stale activity, and those patterns can mean real trouble, or they can mean the customer asked for a pause, or a contact changed roles and nobody updated the record yet. The manager does not know which of those it is until they talk to the rep, so the sensible move is to use the flag as a reason to check in and coach, not to act unilaterally on the score. Reassigning the deal on the spot treats one number as proof the rep already failed. Pulling the deal out of the forecast without checking treats the signal as more certain than it actually is. And killing the feature after one flag throws away a tool that will keep being useful on other deals. The signal's real job is to start a conversation, not end one.
Full Explanation
The correct answer is C. A deal-risk signal built on engagement and activity data is a useful early warning, but it does not know everything happening on the account, such as a stakeholder change already in motion or a deal that has simply paused for a legitimate business reason. The appropriate response is to treat the signal as a prompt for a conversation with the rep, verifying what is actually happening and deciding on next steps together, rather than treating the score as a final verdict. Option A is incorrect because reassigning the opportunity based on one risk flag overreacts to a signal that may reflect a temporary lull rather than the rep losing the account, and it skips the step of finding out what is actually true. Option B is incorrect because removing the opportunity from the forecast without checking with the rep overrides firsthand knowledge the rep may have, such as a delay the customer requested, and treats an imperfect signal as certain. Option D is incorrect because disabling the signal entirely based on a single instance discards a tool that remains useful going forward; one flagged deal does not establish that the feature is broadly miscalibrated.