ML Ops Infographic

Clear articulation of Outcomes, First and foremost, identify and clearly articulate what outcomes your organization is trying to solve with AI., AI is more than models, Expect to spend the time to collect/prepare the right data and ensure that appropriate processes are in place before AI models are churned out., AI Bias & Human touch, AI models are as mature as the data and decision thresholds fed to it. Automated decisions do require some form of assumptions, and there could be a thin line between assumptions and bias.