Ticket resolution
Unified context from tickets, docs & chats
Fragmented data, slow resolution
Knowledge synthesis
Synthesizes patterns across systems & teams
Surfaces docs, misses big picture
Cost optimization
Usage-based — pay only for what you use
Per-seat pricing — pay fully for every user
SLA tracking
Real-time alerts & root cause insights
Basic metrics, no clear actions
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