The timeline for AI development and integration depends on the project's scope and complexity. The process may take a few months for simpler AI integrations, such as chatbots or basic automation tools. However, more complex projects, like custom AI systems involving large-scale data processing and advanced algorithms, can take six months to a year or more. The timeline also depends on factors like data availability and the iterative testing and refinement process.