Deciding between custom AI development and off-the-shelf tools depends on your specific needs, budget, and timeline. This guide compares both approaches across key dimensions: cost, capabilities, customization, control, and long-term value. We've built custom AI platforms (like MailCopilot) and integrated existing tools—we know both sides.