CAPTCHAs have been the sentinels of the realm safeguarding websites against fraud, spam and malicious intrusions. While they play a role in ensuring security CAPTCHAs can pose a barrier for businesses and individuals relying on processes like data entry, web scraping, form submissions or e commerce transactions. These challenges are particularly evident in settings where