Technology & Data
ATS, CRM, AI, integrations, analytics, privacy and automation.
Analysis · 522 words
You Bought Automation. Did You Buy a Better Decision?
Automation can save hours and still weaken hiring if the organization never defines what a better outcome looks like.
Read →Analysis · 1362 wordsAI Can Improve Hiring Quality. It Can Also Industrialize a Bad Decision.
AI can help teams find patterns, reduce administrative work and make review more consistent. It cannot rescue an unclear job, weak evidence or an ungoverned selection process.
Read →Analysis · 106 wordsAI Hiring Products: Separate the Demonstration From the Operating Reality
A polished demo is not evidence that an AI product will improve hiring outcomes inside an employer’s actual stack.
Read →Framework · 665 wordsThe Evidence Chain: from candidate touch to retained hire
A source field is not an evidence chain. Here is what must survive the handoffs if you want a defensible performance story.
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