Forgetful AI Agent Derails Enterprise Pilot: Rereading Context Ate 7% of Daily Usage

thedealdirector · x · 2026-11-10

An enterprise user reports their AI bot forgot a conversation from days ago; having it reread the thread consumed 7% of their daily usage. Worse, a planned pilot with a 3,000-person company's GTM team is now on hold. The seller's takeaway: user dynamics once reserved for DevRel teams are now the norm for any agentic coworker customer.

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