Remote interviews have a trust problem right now: candidates using invisible AI tools to feed them answers live, and in some cases, people who aren't even who they say they are. CandidAI is a multi-agent system that sits in the interview, watches for those red flags across identity, behavior, and language, and quietly tells the interviewer, "hey, might want to ask a follow-up here." It never rejects anyone; it just makes sure the human making the call actually has the full picture.
“Honestly, the detection part was the easy half. What actually kept me up was the guardrail design, figuring out how to flag real cheating without accidentally penalizing someone who's neurodivergent, has bad wifi, or talks with a different rhythm than what the model expects as "normal."”