Originally published on Towards AI the World's Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale AI and technology startups. Let us help you unleash your technology to the masses. K-Nearest Neighbors (KNN) is one of the simplest machine learning algorithms to understand.

Pairity is a team of FinTech engineers, A.R.M. veterans, and of course, machine-learning experts, so it's easy for us to get carried away with industry lingo and "inside baseball" technical-ese. But "humanity" is one of our brand values and we pride ourselves on being "AI for real people." To that end, we've challenged ourselves to explain our explainable AI in just a few paragraphs, steering clear of anything that sounds more machine than human. Only legitimate (vetted) buyers and sellers are admitted to the Marketplace so you have some built-in assurance that you wouldn't have on the open market. The same way our AI vets each party, we also pair sellers with the most qualified buyers according to the industry, debt type, and specialization.