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Ideas for the age ofAI-assisted buying.

Ideas and insights at the intersection of AI, enterprise, and innovation.

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THE BUYER SIGNAL

01What buyers askReal evaluation questions

02What the signal meansContext for complex sales

03What to do nextPractical operating guidance

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Perspectives on sales knowledge capture

1 perspective on buyer behavior, presales capacity, demonstrations, and AI-assisted selling.

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Expert product knowledge preserved and activated across ongoing buyer conversations

#virtual sales engineer #sales knowledge capture

How Virtual Sales Engineers Solve the Knowledge Retention Crisis

The best sales engineers hold decades of knowledge. When they leave, it walks out the door. Virtual sales engineers capture this expertise and deploy it at scale, keeping knowledge in-house while freeing humans for strategic work.

Marc Ilgen

·Jan 22, 2026