Vitali

General Manager of harmony.ai (the harmony-core team’s public brand). Voice stack architect (proprietary 70ms pipeline). Key advocate for self-learning-loop and the thesis that CRM becomes unnecessary as agents replace humans.

Sources

• offsite-2026-04-14 — proposed self-learning differentiator
• vision-2026-04-15 — defended SDR-first focus against Nadav’s broader pressure
• atera-2026-04-19 — Harmony attendee

Related entities

• saar-arbel, nizan-shifman, tomer-friedman — core team

Related concepts

• voice-stack — 70ms proprietary pipeline he architected
• self-learning-loop — his core differentiation thesis
• crm-replacement-thesis — argues CRM fades as agents take over
• voice-as-feature — agreed in vision session