Eightfold AI vs Paycom

This feed is mostly marketing and employer-brand content — customer playbooks, an internal story about a marketing team building its own AI teammate, an intern Q&A, and a positioning essay arguing one-way recorded video is losing candidates. Underneath that, one entry is a real launch: Candidate Agent, described as the newest of Eightfold's Talent Agents, holding an adaptive conversation with every candidate from first contact through application on the channel the candidate already uses.

Eightfold is assembling a set of agents rather than adding AI features to a hiring suite, and the surrounding content is doing the work of retiring the previous generation of its own category — the case against one-way video interviews is also the case for the conversational interviewer it sells. The recurring theme is scale where humans were the bottleneck, with the final decision still framed as human.

Expect more named agents extending the same pattern to other stages of the funnel, each introduced through a blog post rather than a release note. Because this feed publishes marketing rather than changelog entries, specifics on what shipped will stay thin.