Automation gains and human workload are telling different stories after deployment.
Support leaders need evidence of customer outcomes, while Customer Success needs a programme that stays repeatable across different operating models.
Who you’d be doing this for
“My board sees the automation number, then asks why the queue still feels harder every month.”
Vera Markovic · Vice President of Customer Support
Owns service operations at a high-volume digital business using Fin and Intercom after initial deployment.
What is at stake
Mature customers can report strong automation while human agents absorb a growing share of complex work. You have to weigh a repeatable value programme against each customer’s very different support operation.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- automation rate vs. human workload
- repeatable programme vs. customer-specific operations
- fewer handoffs vs. appropriate escalation
- deployment scope vs. ongoing value proof
Why Fin
Fin and Intercom sit at the point where autonomous conversations become human handoffs, making escalation quality central to proving durable customer value.
Written with these in mind
Not your kind of problem? 25 more at Fin, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.