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PayAnalytics founders win the Wharton People Analytics - White Paper competition
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PayAnalytics founders win the Wharton People Analytics - White Paper competition

Two years ago, PayAnalytics won the Wharton People Analytics Startup competition. This year, our founders are back, with our scientific collaborator Dr. David Ross as the winners of the White Paper competition.

Their white paper titled "There Are No Colorblind Models in a Colorful World: How to Successfully Apply a People Analytics Tool to Build Equitable Workplaces", focuses on algorithmic fairness and machine learning bias, and what we need to do to get things right, through thoughtful application and implementation of analytics. 

You can view the finals here and the download white paper here.

Or if you are lucky enough to attend the Wharton People Analytics Conference, Margret will be speaking at 1:15pm ET.

View the finals

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At PayAnalytics we write in-depth articles and guides on all things pay equity, DEI, and workforce analytics. Visit our resources page for the full overview. In our newsroom you can find the latest news on the company and related content.

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Italy: Pay equity and transparency requirements and EU Directive transposition activity

View of an Italian flag over the city of Rome.

In 2021, Italy introduced robust pay equity reporting requirements for many employers. While it’s likely that the nation will build on this system to transpose the EU Pay Transparency Directive, specific legislation has yet to emerge. This article covers the existing reporting requirements and transposition activity to date.

Get all the details
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Workers’ Councils: How PayAnalytics by beqom Helps to Secure Employee Rights

Three women and a man in a conference room in the middle of a work meeting.

Discover how PayAnalytics by beqom empowers HR and workers' councils to simplify EU Pay Transparency compliance, conduct objective pay assessments, and drive true pay equity.

Read the full article
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Slovakia takes action on EU Pay Transparency Directive

Flag of Slovakia on a street facade.

On September 19th, 2025, Slovakia introduced draft legislation to transpose the EU Pay Transparency Directive. This legislation would introduce a new law about pay transparency, as well as amending several pieces of existing legislation. The proposed changes closely track the requirements spelled out in the EU Directive and would take effect on June 1st, 2026.

Learn more about Slovakia's approach