What Thai teams mean when they search for an AI CRM
The usual buyer is a business with long, verbal sales cycles: industrial supply, construction, logistics or property. The pain is not that leads are missing but that a four month evaluation leaves no reliable record, so when a decision finally comes nobody can quickly answer what was quoted, at what specification, and when that price stopped being valid.
The purchasing officer runs the evaluation
In many Thai deals the person doing the detailed comparison is not the person who signs. Scoring that leans on seniority therefore misreads the pipeline. What matters is behaviour: who is asking for revised specifications, who is booking the site visit, and how quickly the thread moves.
