A sales manager reviews conversation intelligence reports for a strategic account and notices that customer sentiment scores across the account's recorded Teams calls have trended steadily more negative over the past six weeks, even though no single call was individually flagged as high risk. What should the manager do with this pattern?
Select an answer to reveal the explanation.
Short Explanation
No single call set off alarms, but the direction over six weeks is the actual story here — a slow slide is often harder to spot than one bad call, and that's exactly the kind of pattern trend data is good at catching. So the worst move is treating it as noise just because nothing individually crossed a red line; that throws away the whole point of tracking sentiment over time. But swinging the other way and treating it as a done deal, jumping straight to an executive escalation before anyone's actually looked into what's going on, is overreacting to a signal instead of confirming it. And writing the whole feature off because it didn't scream about any one call misses that it did its job — it caught a shift a single-call view would have missed entirely. The right response sits in the middle: take the trend seriously enough to dig in, pull the call details, and check in with the team before deciding what it actually means.
Full Explanation
The correct answer is C. Conversation intelligence sentiment scoring is useful not only for catching a single alarming call but also for surfacing gradual shifts across a series of interactions that would not individually trip a high-risk threshold. A steady six-week decline is exactly the kind of pattern that rewards closer investigation, such as reviewing the underlying call details, talking with the account team, and confirming whether the relationship genuinely is deteriorating, rather than treating the number as either irrelevant or as conclusive proof by itself. Option A is incorrect because dismissing the trend just because no single call crossed a threshold ignores the value of trend analysis, which is precisely to catch what a snapshot view of individual calls would miss. Option B is incorrect because escalating to executive sponsorship without any further review overreacts to a sentiment score, treating an early indicator as a certainty when it is only a signal that warrants confirmation. Option D is incorrect because concluding that sentiment scoring has failed misreads what the data showed; the trend was in fact detected and is doing its job as an early indicator, it simply requires human follow-up rather than an automatic action. Sentiment trends work best as a prompt for the manager to look closer, not as a final verdict on the deal.