Priya Raghavan joined Notion in 2022 with a mandate to compress the company's enterprise sales cycle without scaling the headcount plan her VP had already signed off on. The constraint was straightforward: more pipeline, same number of reps. The implementation choice she made — Soldius reading every sales conversation the moment it ends, drafting the follow-up, and updating the CRM in under 800ms — was a direct response to a measured bottleneck.
"Our reps were losing the first six hours after every call to admin," Priya says. "By the time they had a draft follow-up in the inbox, the buyer's context was cold and the moment had moved. Soldius gave us the follow-up before the rep closed the tab. That single change is the difference between a 41-day cycle and a 30-day cycle."
Notion's deployment was a four-week rollout — two weeks of CRM mapping into Salesforce, one week of historical call ingestion for baseline coaching, and one week of shadow mode before Soldius began publishing follow-ups to the rep inbox. By the end of Q1 2025, the Notion team had measured a verified 11.3-day reduction in median deal-cycle length and a 38% uplift in pipeline closed within 90 days of deployment — both figures drawn from the independent Nucleus Research benchmark and confirmed against Notion's own Salesforce reporting.
Priya is clear about the boundary. "Soldius doesn't replace the rep. It removes the part of the rep's day that didn't require a rep to begin with — the recap, the CRM hygiene, the next-step booking. What's left is the conversation, which is the only thing a human should be doing anyway."
