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Run a GTM Army of AI Agents to Scale Your Business
Ariel Cohen describes running 126 AI agents at Swan AI to automate go-to-market workflows, including profile handlers, website visitor identification, and deal scoring, all connected through shared memory architecture. The post emphasizes that AI-native GTM success depends on proper architecture (remember, score, act, monitor) and imagination to create custom workflows.
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Summary
Ariel Cohen describes running 126 AI agents at Swan AI to automate go-to-market workflows, including profile handlers, website visitor identification, and deal scoring, all connected through shared memory architecture. The post emphasizes that AI-native GTM success depends on proper architecture (remember, score, act, monitor) and imagination to create custom workflows.
Tags
ai-agents · gtm-strategy · sales-automation · workflow-optimization · founder-tools · prospecting · pipeline-management
Key entities
Ariel Cohen (person, 0.95) · Nikolaos Ntemos (person, 0.85) · Selim Erünkut (person, 0.85) · Amos Bar-Joseph (person, 0.85) · Swan AI (organization, 0.9) · AI agents (technology, 0.95) · GTM architecture (concept, 0.9) · signal integrity audit (concept, 0.8)
Classification
memo · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 16 Sep 2026