Perhaps some companies do deeper analysis first - with AI summarizing & clustering signals from various internal systems and corporate email history. I'm not saying that this is better for everyone compared to current human-driven approaches, but the human driven approaches seem to be just about stack-ranking employees by their recent performance review ratings and drawing a red line in a spreadsheet. Amazon's recent "flattening the organization" initiative might well be using AI as one of the signals. I have no idea whether that's actually true - but then again it's 2025 and they have been a data-driven company for a long time.
Perhaps some companies do deeper analysis first - with AI summarizing & clustering signals from various internal systems and corporate email history. I'm not saying that this is better for everyone compared to current human-driven approaches, but the human driven approaches seem to be just about stack-ranking employees by their recent performance review ratings and drawing a red line in a spreadsheet. Amazon's recent "flattening the organization" initiative might well be using AI as one of the signals. I have no idea whether that's actually true - but then again it's 2025 and they have been a data-driven company for a long time.