Scaling the success of boutique A.I. products like GitHub Copilot to mainstream software applications requires careful planning and execution. One approach is to leverage user feedback and iterative improvements to enhance the functionality and usability of AI tools for a broader audience. Collaboration with industry experts and stakeholders can provide valuable insights into specific use cases where AI integration would add significant value. Developing robust documentation and training resources can facilitate widespread adoption among users who may not have prior experience with AI technologies. Integration with existing software platforms seamlessly can also increase accessibility for mainstream users who rely on familiar interfaces for their daily tasks.