A B2B company is ready for AI when it has a documented foundation: a written ideal customer profile, sales and delivery processes recorded somewhere a tool or new hire could follow, clearly owned roles for finding and growing relationships, and clean, current relationship data. Companies with this foundation get compounding returns because each tool plugs into a system that already knows how the business wins. Companies without it get the lowest return on any growth dollar they spend.