Lead generation becomes expensive when the CRM forgets where users came from, what they did, what stage they reached and what should happen next.
This field note is part of the Shahoseini Revenue OS library: practical notes about campaign architecture, tracking integrity, CRM memory, dashboards and product-led growth systems.
Operating takeaway
The important question is not whether the tool exists. The question is whether the handoff between tools is owned, measured and trusted.