How should a company start its first AI project without previous experience?

Our company is thinking about implementing machine learning to improve internal processes, but we have no previous experience with AI projects. Should we start with a small pilot or work with a data science development firm?

Companies starting their first AI initiative usually benefit from working with experienced specialists who understand both technical and business aspects of machine learning. Some organizations choose to collaborate with a data science development firm that can guide the entire process from data preparation to deployment. When researching potential partners, I explored examples of ML development approaches at data-science-ua.com/ml-development-company/ , which helped clarify how pilot projects are usually structured before scaling AI systems across the organization.

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