We want real time abalyst recommendations focused on throughput, backlog, and coverage gaps, not just schedule adherence.

For example, if chat volume is rising between 2:00 and 3:00 p.m., the system should be able to recommend moving specific agents from email to chat and explain the expected impact on backlog or service level. We would also want the AI RRA to use historical performance and current conditions to recommend:

Which agents to move

Between which channels or queues

For what time period

What backlog, coverage, or SLA improvement to expect