Buyer Mapping

Knowing the company is not enough. You need the route in.

IVONAI separates the person who feels the problem from the person who controls budget, vendor access or procurement. The goal is not to guess a title. It is to identify the most plausible commercial path and keep unsupported assumptions visible.

What buyer mapping should answer

No invented authority

If ownership or procurement authority is not evidenced, IVONAI keeps it unknown. That prevents confident-looking but commercially weak outreach.