As agencies evaluate analytics platforms with AI capabilities, many vendors emphasize features such as chat interfaces, automated insights and recommendation tools. In many cases, these capabilities are layered onto already existing systems, rather than designed into the analytical foundation, which can undermine governance, scalability, and long term mission value. Download this eBook from Pyramid Analytics to learn how architectural design shape usability and how an integrated Tactical AI approach delivers more reliable, governed analytics.