AI Use Cases

Explore how real professionals across different industries and roles leverage AI as a tool. Each use case includes practical examples and community stories from around the web.

Use cases for this post: GoodTime Introduces Cori, The AI Agent Powering Hiring Coordination End to EndShow all use cases

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2 use cases across all industries

HR & Recruiting25 stories

AI-assisted candidate screening, inbound applicant evaluation, fit scoring, shortlisting, and asynchronous pre-screening

Use AI to evaluate inbound applicants and sourced talent at scale—parsing CVs, matching candidates to role criteria, triaging must-have requirements, answering candidate FAQs, running structured chat, voice, and video pre-screens, summarizing candidate backgrounds, surfacing gaps or inconsistencies, preparing recruiter-ready briefs, scoring fit, and producing shortlist recommendations so hiring teams can filter faster without outsourcing judgment.

HR & Recruiting18 stories

Automating repetitive recruiting admin and workflows

Use AI to reduce time spent on high-volume recruiting administration—including interview scheduling and rescheduling, candidate outreach and status updates, automated reminders and progression handoffs, intake documentation, recruiter meeting note capture, interview transcription, raw-note cleanup into compliant summaries, structured notes, scorecard drafting, panel debrief synthesis, and hiring bottleneck flagging—freeing recruiters to focus on strategy, candidate relationships, and hiring-team alignment.