The timeline for developing a custom AI solution varies depending on the complexity of the project, data availability, and specific requirements. Simple AI models can be developed in a matter of weeks, while more sophisticated projects may take several months. It's crucial to work closely with the AI company to define clear project objectives and establish a realistic timeline for development, testing, and deployment.