Does LTE consider Cases with Explicit Escalation Requests?

Purpose

    This article clarifies how LTE (Likely to Escalate) behaves when a customer explicitly requests an escalation within a case. It explains whether such requests directly contribute to LTE prediction and how the model evaluates escalation risk.

What Happens When a Customer Explicitly Requests Escalation?

        If a customer clearly states a request to escalate (e.g., “Please escalate this case”), the system may identify this phrasing as an escalation-request signal during text analysis.

However, LTE is designed as a proactive prediction mechanism. Its primary purpose is to evaluate patterns, behavioral signals, and risk indicators to estimate the likelihood of future escalation.

When escalation has already been explicitly requested, the situation is no longer predictive — it is already declared. Therefore:

• The explicit escalation request alone does not strongly drive LTE to newly classify or trigger escalation risk.

• LTE focuses more on detecting potential future risk rather than reacting to clearly stated escalation intent.

Does LTE Evaluate a Case Multiple Times?

        Yes. LTE predictions can occur multiple times for the cases that have been open for more than 12 hours but less than 30 days are evaluated by LTE.Each prediction cycle evaluates updated case data and newly available signals.

Hence, 

• A case may be flagged at multiples times for different contributing factors.

• Escalation risk scoring is dynamic and continuously reassessed based on evolving case conditions.