Are ai sdr workflows just scaling our broken inbound pipelines?
Spent the last quarter testing ai sdr tools on our inbound. on paper it looks great, faster responses, less manual work for the team, but our conversion rates are still trash and i am starting to think were just automating garbage qualification.
Response speed is up but most leads are low quality anyway because the front end funnel doesn't qualify intent. ai just chats faster to tire kickers.
Crm data is messy so the workflows hallucinate routing or score wrong, half the time reps get junk handoffs.
Teams chasing hype pile ai on without fixing pipeline architecture first. seen squads redesign qualification in crm get real lifts, others just scale the inefficiency.
Anyone seeing measurable pipeline fixes from this or is it all workload reduction theater?