The 80/20 that gets automated first
- Inbound speed-to-lead. No human can hit sub-60-second response 24/7. AI wins immediately, no debate.
- Post-form qualification. The 6-question script your SDRs run is the exact thing AI does best.
- Meeting booking + reminders. Show rate goes up, not down.
- Outbound at ICP scale. Sourcing lookalikes, layering intent, sending the first three touches.
What stays human
- Top-20 target account outreach. The accounts where the first impression defines the deal.
- Champion nurture. The "how's the kid's soccer season" moment that AI cannot fake.
- Executive introductions. If your CEO is pinging their CEO, it isn't a workflow.
- Complex reschedule / political recovery. When a deal has gone sideways and needs judgment.
The transition sequence that works
- Month 1 — Deploy inbound AI SDR alongside humans. Measure lift on speed-to-lead and meeting book rate. Do not cut headcount yet.
- Month 2 — Reassign 2-3 SDRs to outbound closed-lost win-back. AI takes inbound cold; humans focus where relationship matters.
- Month 3 — Layer AI outbound on non-priority accounts. Keep humans on the top 100.
- Month 4 — Rebalance headcount based on data. Most teams end at 30-50% of prior SDR count, with meetings-booked up 40-70%.
The math nobody wants to write down
Fully-loaded SDR cost: ~$110K. AI SDR cost: ~$1,500/month = $18K/year. Break-even is under 20% of one SDR's output. Every mid-market team that has done this seriously has ended with fewer SDRs and more meetings.
The transition question isn't "if" — it's who moves first in your category, and whether you're absorbing the reallocated humans into higher-leverage roles or just letting them go. Teams that reassign win. Teams that cut and don't reinvest lose the tribal knowledge they'll need in six months.
Where CoLive fits
CoLive runs the full agent roster — inbound (Vesper), outbound (Mira), SE (Atlas), call co-pilot (Orion), follow-up (Echo), and RevOps (Halo) — as one system. You keep your humans on the deals that need them, and everything else runs itself.