How long does it take to build an AI-based product?

Building an AI-based product typically takes between 3 to 9 months, depending on the project's complexity, data readiness, and required integrations. For example, a basic AI chatbot or recommendation engine may be completed in 8 to 12 weeks, while a more sophisticated solution like a multimodal AI assistant or RAG-based system could take over 6 months from ideation to deployment.

The process includes multiple stages: business goal definition, data collection and preprocessing, model selection and training, AI system integration, testing, and deployment. Enterprises may also require time for pilot testing and compliance validation, especially in healthcare, finance, or government sectors.

Engaging with a trusted AI development company can help fast-track the timeline by providing pre-built components, proven methodologies, and reusable AI frameworks. Efficient project management, clear use-case alignment, and agile delivery cycles are critical to minimizing delays and maximizing ROI from your AI services investment.