Paraform AI

Paraform Agents is a new layer on top of Paraform's recruiting marketplace that spins up a custom AI agent for every open role. The agent learns from each hiring decision a team makes (who they interview, advance, reject, or hire, and the reasoning behind each call) and then surfaces a fresh set of candidates daily from the recruiter network for a hiring manager to swipe through. When a manager signals interest, the specialized recruiter already working with that candidate is notified to confirm interest and run the introduction, keeping a human in the loop between the model and the hire. The launch matters because it turns Paraform from a marketplace that routes roles to specialized recruiters into a system where the platform itself accumulates a model of "great" for each customer over time. It targets in-house talent teams at high-growth technology companies that already work with contingent recruiters but want tighter feedback loops and less resume review, and it extends into verticals like legal where Paraform has begun placing at large law firms. Customers referenced on the platform include Cursor, Ramp, Rippling and Palantir , alongside Decagon and Hightouch. The company was co-founded in 2022 by John Kim and Jeffrey Li after the two tried to recruit each other and found the process broken, and Kim (previously a robotics student and Tesla intern) now runs it as CEO from San Francisco. Paraform has raised roughly $65 million to date, and this release is positioned as the productization of the hiring data the marketplace has been collecting since inception rather than a standalone sourcing tool.