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Insights for Workforce Leaders

Expert analysis on workforce intelligence, AI-powered assessments, and enterprise HR transformation.

FeaturedMarch 20258 min read

Why Multi-Source Skills Intelligence Beats Proprietary Black Boxes

How combining O*NET, ESCO, and WEF data creates workforce intelligence you can actually verify, audit, and trust, unlike single-model competitors.

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Workforce IntelligenceMarch 2025

Why Multi-Source Skills Intelligence Beats Proprietary Black Boxes

How combining O*NET, ESCO, and WEF data creates workforce intelligence you can actually verify, audit, and trust, unlike single-model competitors.

8 min read
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AssessmentFebruary 2025

The End of Generic Interview Questions: How Contextual Assessment Changes Hiring

Traditional question banks test memorization. Contextual assessments test the specific gap between what a role needs and what a candidate brings.

6 min read
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Internal MobilityJanuary 2025

Internal Mobility ROI: The Numbers Behind 7x Transformation Success

Organizations with strong internal mobility programs are 7x more successful in transformation. Here are the specific metrics and how to build the business case.

10 min read
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Industry InsightsMarch 2025

AI and Workforce Planning in 2025: What Actually Works and What Doesn't

Separating signal from noise in AI-powered workforce planning. Which capabilities deliver measurable ROI and which are still more promise than reality.

7 min read
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AssessmentDecember 2024

The Enterprise Guide to Skills-Based Hiring: Beyond the Buzzword

Skills-based hiring promises to widen talent pools and improve quality of hire. Here is what it takes to actually implement it at enterprise scale.

9 min read
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Industry InsightsNovember 2024

Data Privacy in Workforce Analytics: What Enterprise Leaders Need to Know

Workforce analytics requires sensitive employee data. Here is how to build programs that deliver value while maintaining trust and compliance.

7 min read
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Industry InsightsOctober 2024

Closing the Skills Gap in Manufacturing: A Data-Driven Playbook

Manufacturing faces a projected 2.1 million unfilled jobs by 2030. Here is how leading manufacturers are using workforce intelligence to close the gap.

8 min read
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Internal MobilitySeptember 2024

Why Every Enterprise Needs an Internal Talent Marketplace (and How to Build One)

Internal talent marketplaces are moving from nice-to-have to strategic imperative. Here is what separates the implementations that work from those that don't.

9 min read
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