Card management providers

Marqeta

Paymentology

Stripe (they provide cards too)

The chip on the card has an embedded operating system in it.

For Visa, its called VSDC application

For mastercard, its called MChip application

Card manufacturer is responsible for putting up the OS and personalization data into it.

Issuer gets the card design approved by the Scheme and then provide the approved card designs to the Card Management provider

Issuer - Scheme Certification - A High Level Overview

Visa vs. Amex