{"id":42240,"date":"2026-03-14T20:18:05","date_gmt":"2026-03-14T19:18:05","guid":{"rendered":"https:\/\/www.arqis.com\/?post_type=subgruppen&p=42240"},"modified":"2026-05-04T16:02:11","modified_gmt":"2026-05-04T14:02:11","slug":"workplace-ai-people-analytics-employee-data-protection","status":"publish","type":"subgruppen","link":"https:\/\/www.arqis.com\/en\/subgruppen\/workplace-ai-people-analytics-employee-data-protection\/","title":{"rendered":"Workplace AI, People Analytics & Employee Data Protection"},"content":{"rendered":"
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Workplace AI, People Analytics & Employee Data Protection<\/h1>\n <\/div>\n
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Workplace AI, People Analytics & Employee Data Protection<\/a><\/div>\n
Themen<\/div>\n
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Workplace AI Roll-out & Employment Governance<\/h3>\n <\/div>\n\n

Workplace AI is organisational reality. We support employers in the legally robust deployment of AI-driven HR systems \u2013 from governance architecture to implementation and dispute management.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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People Analytics, Predictive HR & Data Architectures<\/h3>\n <\/div>\n\n

Workforce intelligence relies on dashboards, data lakes, data marts and algorithmic scoring models. We establish the employment law framework for HR data analytics \u2013 transparent and governance-aligned.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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AI Act High-Risk Compliance in HR<\/h3>\n <\/div>\n\n

Recruitment, performance and workforce management systems may qualify as high-risk AI. We ensure AI Act compliance, risk classification, documentation and meaningful human oversight.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Employee Data Protection (GDPR\/BDSG)<\/h3>\n <\/div>\n\n

Employee privacy is central to any HR tech architecture. We advise on lawful processing grounds, data flows, transparency, purpose limitation and cross-border transfers.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Subject Access Requests & HR Data Litigation (Art. 15 GDPR)<\/h3>\n <\/div>\n\n

We manage data subject access requests, mass SAR scenarios and disputes relating to employee data and HR analytics.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Data Breach Response & Fine Defence<\/h3>\n <\/div>\n\n

Support in data breach scenarios, notification duties, internal investigations and defence against fines and enforcement measures.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n

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Co-Determination as the Key Success Factor (\u00a7 87 WCA)<\/h3>\n <\/div>\n\n

Workplace AI often fails due to co-determination rather than technology. We manage works council engagement, conciliation boards and implementation strategy.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Works Agreements for AI & Algorithmic Management<\/h3>\n <\/div>\n\n

We draft governance-ready works agreements covering access rights, transparency, retention rules and accountability in algorithmic environments.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Fairness, Bias & Discrimination Exposure<\/h3>\n <\/div>\n\n

Automated systems create discrimination and liability exposure. We implement bias controls and equal treatment safeguards.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Human in the Loop \/ Human in the Lead<\/h3>\n <\/div>\n\n

Meaningful human accountability remains decisive from an employment law perspective. We design review and governance models for responsible workplace AI.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Litigation & Enforcement in Workplace AI<\/h3>\n <\/div>\n\n

From GDPR proceedings to discrimination claims and co-determination disputes, we represent employers in litigation and regulatory enforcement.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n

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Board & CHRO Advisory<\/h3>\n <\/div>\n\n

Workplace AI is a board-level governance matter. We advise HR leadership and boards on risk ownership and reputationally secure deployment.<\/p>\n<\/div>\n \n <\/div>\n\n <\/div>\n\n \n <\/div>\n \n <\/div>\n <\/section>\n<\/div>\n\n\n

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Team & Contact<\/h2>\n
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If you have any questions about Workplace AI, People Analytics, and Employee Data Protection, or if you\u2019d like to discuss a specific project, please feel free to contact us or reach out directly to our representatives.<\/p>\n <\/div>\n <\/div>\n

\n Contact us<\/a> <\/div>\n <\/div>\n <\/div>\n <\/section>\n<\/div>","protected":false},"template":"","class_list":["post-42240","subgruppen","type-subgruppen","status-publish","hentry"],"acf":[],"yoast_head":"\nWorkplace AI, People Analytics & Employee Data Protection - ARQIS<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.arqis.com\/en\/subgroups\/workplace-ai-people-analytics-employee-data-protection\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Workplace AI, People Analytics & Employee Data Protection - ARQIS\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.arqis.com\/en\/subgroups\/workplace-ai-people-analytics-employee-data-protection\/\" \/>\n<meta property=\"og:site_name\" content=\"ARQIS\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-04T14:02:11+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.arqis.com\\\/subgruppen\\\/workplace-ai-people-analytics-employee-data-protection\\\/\",\"url\":\"https:\\\/\\\/www.arqis.com\\\/subgruppen\\\/workplace-ai-people-analytics-employee-data-protection\\\/\",\"name\":\"Workplace AI, People Analytics & Employee Data Protection - 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