A screen that takes six seconds per CV is not a filter, it is a coin toss with extra steps.
Decide what disqualifies before you open the pipeline
Written criteria, agreed in advance, are what let a second reviewer reproduce the same shortlist from the same pile.
Everything else — the tools, the automation, the ranking — only speeds up whatever policy you already wrote down.
