Implementing AI in a business can take anywhere from a few weeks to over a year, depending on the scope and complexity. Simple, off-the-shelf AI tools can often be deployed in two to six weeks, while customized solutions for specific business needs typically take two to four months due to data preparation, integration, and testing. Larger, enterprise-wide AI systems may require six to eighteen months because of infrastructure upgrades, governance, and change management. In general, most businesses can see initial value within 30–60 days, with a production-ready system in three to six months.