From Developer Dependency to Business Empowerment

Prabhakar Sharma, Christie Marsh

Prabhakar Sharma and Christie Marsh discuss how RaptBot Technologies utilizes Copado to shift Salesforce delivery power toward business users, reducing reliance on developers for every change. Sharma details how AI agents grounded in metadata and schema through Context Hub interpret complex enterprise architectures to provide accurate outcomes rather than generic knowledge. The conversation highlights the role of robotic testing in catching flow conflicts and bugs in lower environments, which prevents production errors and emergency fixes. Sharma emphasizes that while AI amplifies delivery speed, human direction remains non-negotiable for scaling innovation responsibly and maintaining governance across large enterprise orgs.