Screening 12,000 graduates in six weeks: a campus hiring case study
A national graduate hiring programme was drowning in 12,000 near-identical applications and a recruiting team that could only phone-screen a fraction of them. This is how adaptive AI interviews turned a six-week bottleneck into an evidence-ranked shortlist — and what the design got right.
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Cloud foundation for AI interview systems
Building a production AI interview platform means solving five infrastructure problems at once: media storage, real-time transcription, LLM orchestration, async scoring workers and structured report delivery.
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How an In-House Legal Team Cut Document Review Time by 62%
An in-house legal team handling 400+ contracts per quarter was spending 70% of lawyer time on first-pass document review. Here is how AI changed that — and what it took to deploy it responsibly.
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