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How AI CRMs Actually Work: Data Unification Without the Busywork
CRMs were built as reporting systems, not selling systems. AI changes the equation by capturing deal data from calls, emails, and meetings — and structuring it without manual entry. Here's how the three levels of AI CRM actually work.

Lolita Trachtengerts
6 days ago3 min read


Sales AI Isn’t Drowning in Data. It’s Drowning in the Wrong Data.
Sales teams aren’t short on data. They’re overwhelmed by it. As AI moves closer to execution, the real advantage isn’t collecting more signals. It’s knowing which ones actually matter.

Lolita Trachtengerts
Jan 194 min read


From Manual Research to AI Agents: The 2026 Sales Prep Transformation
Sales reps lose hours every week to manual account research. AI research agents automate pre-meeting prep by pulling, analyzing, and synthesizing account intelligence in seconds, helping sales teams walk into every meeting prepared and relevant.

Lolita Trachtengerts
Jan 66 min read
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