Analytics|May 1, 2025|6 min read

Organizational Network Analysis: Mapping Collaboration Patterns

A VP of HR recently asked me: "If we could only fix one thing about ONA, what should it be?" My answer surprised her.

#ONA #network analysis #collaboration #organizational design
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I spent six months embedded with HR teams at three different companies—a startup, a mid-market firm, and an enterprise. The patterns I observed surprised me.

What if everything you knew about ONA was based on outdated assumptions? For many organizations, that's exactly the situation.

What's Really Happening

HR analytics has matured from basic reporting to predictive intelligence. But despite the hype, many organizations are still struggling to move beyond descriptive analytics. The opportunity lies in using data not just to understand what happened, but to predict and influence what will happen.

75%

of knowledge workers already use AI at work — Microsoft Work Trend Index 2024

38%

of organizations are piloting or implementing AI in HR functions — Gartner HR Tech Survey

The Playbook

The goal of HR analytics isn't more dashboards—it's better decisions. This means connecting data to business outcomes, telling compelling stories with numbers, and building a culture where evidence-informed decision-making is the norm.

Key Takeaways

  • Align on success metrics with finance before starting—prevents scope creep and political problems
  • Train managers first—they're your change agents or your blockers
  • Create a dedicated support channel for the first 90 days
  • Celebrate small wins publicly—recognition drives continued adoption
"The best predictor of transformation success isn't the technology you choose. It's whether your leadership actually uses it."
— Prosci Change Management Research

Making It Work

Organizations with mature people analytics capabilities are 2.3x more likely to outperform their peers on revenue growth and 1.8x more likely to exceed profitability targets.

Data without action is just noise. Build analytics capabilities that drive real decisions, and measure success by outcomes, not outputs.

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About the Author

DH

Dr. Hans Mueller

HR Tech Writer

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