Outbound agency with a strict ICP and a leaky list
Your client wants you to talk only to enterprise security buyers. The list you bought has 40% noise.
Before
A VA scrubs the list manually, takes three days, misses edge cases, and a quarter of the message volume goes to people the client did not want to talk to.
After
The list goes through the qualifier. Every lead gets a score, a tier, and a clear reason. Only A and B tier are messaged. The client never sees a misfit reply.