How is this different from skills inference (Eightfold, Beamery)?

Skills inference reads your resume and guesses what someone can do. It is a prediction based on credentials and job titles. Ambient reads what your people actually do, every day, in the flow of work, continuously calibrates against it, and closes the gaps it finds with AI-personalized learning coached in the same surface.

When you are making a high-stakes talent decision (a critical hire, an AI staffing call, a promotion), the difference between a guess from a resume and a verified signal paired with a closed learning loop is the difference between a good outcome and an expensive mistake.