Best AI Sales Rep for ABM Buying-Group Outreach
Which AI sales rep finds and messages an ABM buying group? The four-gate test, the six-pair dedupe threshold, and what five vendors’ own docs actually publish.
Which AI sales rep finds and messages an ABM buying group? The four-gate test, the six-pair dedupe threshold, and what five vendors’ own docs actually publish.
Stop AI voice agent tool calls on an unfinished turn. Of 6 platforms only Deepgram gates tools on turn state, and its defer_until_eot field defaults to false.
Why an AI voice agent re-greets a caller mid-call: the two causes, a per-turn audio token test that detects it, and a set-up sequence that survives a reconnect.
Your AI call transcript is a reconstruction, not a recording of the call: eleven documented divergence modes, verified 20 September 2026, and a test for yours.
AI voice agent silent and nothing in the logs? A half-open socket raises no error. A census of which plugin legs detect one, and the counter that catches it.
A 200 response proves nothing. Prove a voice agent setting is in force with the out-of-range probe, a read-back and 9 settings verified ignored today.
Your AI voice agent will not start and your code did not change. The first-hour triage, a register of nine dated dependency breakages, and when to pin and wait.
Deepgram Flux stamps every EndOfTurn with model, manual or timeout. Read that one field to find why your agent cut the caller off, and fix the right layer.
Your p95 looks fine but callers say the agent is slow after a transfer. The post-handoff turn was unmeasured before livekit-agents 1.8.1: here is the check.
Version control an AI agent prompt, tools and config in git, then promote it from staging to production, with the portable versus environment-bound key table.