AI interview software has moved from novelty to mainstream. It automates the most time-consuming part of hiring — running and evaluating interviews — so teams can assess more candidates consistently and faster. But "AI interview software" covers everything from simple one-way video recording to fully automated, scored structured interviews. This guide explains the categories, how scoring works, how to keep it fair, and how to choose.
The three categories of AI interview software
First, one-way (async) video tools let candidates record answers to set questions, which humans review later — fast for early screening but still manual to evaluate. Second, assessment + proctoring platforms add tests and remote integrity checks. Third, automated structured interviews ask every candidate the same job-relevant questions and score responses against a rubric, combining the speed of async with the rigour of structure. The most capable tools also run technical interviews (coding, system design) and explain their scores. See our roundup of the best AI interview software and best video interview software.
How AI interview scoring works
Good AI interview scoring is built on the same foundation as a strong human process: a fixed set of job-relevant questions and a clear rubric. The system transcribes and analyses each response against that rubric, scoring competencies like problem-solving, communication, and role-specific skill. The crucial feature is explainability — a score you can interrogate ("strong on system design, weak on trade-off reasoning") rather than an opaque number. Pair AI interviews with the principles in our structured interviews guide.
Keeping AI interviews fair and compliant
Fairness is non-negotiable. Score on job-relevant evidence only, monitor outcomes across candidate groups, and keep a human in the loop for final decisions. In India, candidate recordings and transcripts are personal data under the DPDP Act, so you need consent, retention limits, and ideally India data residency. Choose a tool that treats integrity (proctoring) and privacy as first-class, not afterthoughts.
How to choose
Match the tool to your need. For high-volume early screening, async video may be enough. For roles where evaluation quality matters, choose automated structured interviews with explainable scoring and technical-interview support. Always trial with a real role: run a handful of candidates through and check whether the scores match your own judgement. workro offers automated behavioural and technical interviews with proctoring and explainable scoring on a free-to-start plan. Try AI interviews free with workro →