What "AI cold calling" actually means now
Modern AI cold calling isn't a pre-recorded IVR. It's a real-time voice agent — sub-500ms round-trip latency, natural interruption handling, streaming ASR to a reasoning model and back through a cloned voice — that opens a conversation, qualifies, and books a meeting without a human on the line.
The tech shipped in production quality in late 2024. The pickup rates and conversion rates now match a mid-tier human SDR, at 1/40th the cost per dial.
What conversion rates to expect
- Pickup rate: 12-18% on cold mobile dials with proper local presence.
- Conversation-to-meeting on connects: 6-10%.
- Meetings per 1,000 dials: 8-15 (vs 2-4 for a human SDR at scale).
- Show rate on AI-booked meetings: 70-80% with a same-day human confirmation.
Compliance you cannot skip
The single fastest way to blow up an AI cold-calling program is a TCPA or Ofcom violation. Non-negotiables:
- Disclose it's AI when asked (and in most US states, proactively). California's SB 1120 and the FCC's 2024 ruling made this explicit.
- Scrub against DNC lists before every dial batch — federal and state.
- Honor opt-outs in real time. "Take me off your list" ends the call and blacklists the number in the same second.
- Respect calling windows. 8am-9pm local time, never Sunday in the UK.
- Record consent where two-party consent applies (California, Florida, Illinois, Massachusetts, Pennsylvania, Washington, and most of the EU).
How to deploy without burning your brand
- Start with warm lists. Point AI calling at inbound MQLs and closed-lost win-backs first, not top-of-funnel cold.
- Cap the daily volume per number. More than ~50 dials/day/number gets you flagged as spam by carrier analytics.
- Rotate numbers with local presence, and monitor spam labeling weekly (Truecaller, Hiya, YouMail).
- Instrument every call. Sentiment score, objection tags, meeting outcome — feed it back into the prompt weekly.
Where CoLive fits
CoLive runs outbound voice through Mira, our AI outbound agent. Every dial is qualified against ICP + intent data first — so you're not blasting cold, you're calling accounts that just took a hiring, funding, or product signal. Meetings land on the AE's calendar with a fully-tagged Salesforce opportunity attached.