Where the manual work piled up.
Northbeam's support team started every morning behind. Tickets came in through the night and piled up with no order to them. The first two hours of every shift went to reading, sorting, and figuring out what was urgent before anyone could help a customer. Hiring would have helped, but the budget wasn't there, and the work itself wasn't the kind anyone wanted to do.
What the agent took over.
The team connected their helpdesk to the agent and set up three workflows. The first reads every incoming ticket and categorizes it the moment it lands. The second drafts a reply from past resolutions and either sends it or holds it at a Checkpoint when the issue is sensitive. The third flags anything urgent and pushes it to the top of the queue. Every action lands in the Ledger, so the team sees exactly what was handled and what's waiting.
What changed once it ran.
Within the first month, first response time dropped by 62%. The morning triage disappeared because the queue was already sorted by the time the team logged in. No urgent ticket has gone unseen overnight since the setup went live. The team didn't grow, but their capacity did, and the work they kept was the work that actually needed a person.
faster first response time
62%
of tickets categorized on arrival
100%
urgent issues missed overnight
0
