{"product_id":"ai-generated-performance-reviews-how-to-avoid-bias-false-precision-and-employee-relations-risk","title":"AI-Generated Performance Reviews: How to Avoid Bias, False Precision and Employee Relations Risk","description":"\u003cdiv class=\"module benefits\"\u003e\n\u003cp class=\"subtitle\"\u003eThis workshop gives managers, Human Resources professionals, and compliance-aware leaders a practical approach to using AI during the performance review process. It explains the difference between using AI to organize or improve language and allowing it to infer performance, assign meaning, or drive an employment decision. Participants will learn how bias, missing context, weak evidence, privacy issues, and false precision can enter AI-assisted reviews; how to ground conclusions in job-related facts and consistently applied standards; and how to preserve meaningful human review and manager ownership. The session is designed as practical management and compliance awareness rather than legal advice.\u003c\/p\u003e\n\u003ch2 class=\"pad-10 border-top justify-space-between flex-wrap align-items-center\"\u003e\u003clabel class=\"label-heading\"\u003eWhat you'll learn:\u003c\/label\u003e\u003c\/h2\u003e\n\u003cdiv class=\"d-flex flex-wrap align-items-center\"\u003e\n\u003ca id=\"btncreditsection\" class=\"blue-btn mrg-top0 indian-red mrg-lft10 text-size-md mrg-top5 mrg-btm5 add-wishlist-btn btn-green\"\u003e\u003c\/a\u003e\u003ci class=\"fa fa-star mrg-rt5 color-white text-size-sm\"\u003e\u003c\/i\u003e\n\u003c\/div\u003e\n\u003cul\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\u003cspan\u003eWhere AI is already entering performance reviews, ratings, feedback, productivity summaries, and talent decisions.\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eThe difference between using AI to structure language and allowing AI to judge employee performance.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eHow vague prompts, incomplete notes, historical patterns, and manager assumptions can reproduce or amplify bias.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eWhy confident wording, numerical scores, sentiment analysis, and productivity data can create false precision.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eHow to base reviews on job-related evidence, clearly communicated standards, and comparable treatment.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eWhy absence, disability, accommodation, leave, system access, and other context must not be flattened into a score.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eWhat employee information should not be entered into unapproved or public AI tools.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eHow managers should verify accuracy, challenge the output, rewrite where needed, and remain responsible for the final review.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eHow to explain the basis of an evaluation without hiding behind the tool or treating AI language as evidence.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eWhen Human Resources, employee relations, compliance, privacy, legal, or technology specialists should be involved.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eA practical AI-assisted performance review checklist managers can use before submitting an evaluation.\u003c\/span\u003e\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2 class=\"pad-10 border-top\"\u003eWho should attend:\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\u003cspan\u003eManagers\u003c\/span\u003e\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eSupervisors\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eTeam Leaders\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eDepartment Heads\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eOperations Managers\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eHuman Resources Professionals\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eEmployee relations Professionals\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eTalent management Leaders\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003eCompliance and Ethics Professionals\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli class=\"col-xs-12 col-md-12 mrg-btm8 d-flex align-items-start\"\u003e\n\u003cspan class=\"fa fa-check mrg-rt10 mrg-top5 color-pink\"\u003e\u003c\/span\u003e\u003cspan\u003ePeople Analytics Teams\u003c\/span\u003e\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2 class=\"pad-10 border-top\"\u003eWhy should you attend:\u003c\/h2\u003e\n\u003cp\u003e\u003cspan\u003eA polished AI-generated review can still be inaccurate, inconsistent, discriminatory, or unsupported by evidence. When performance reviews influence pay, promotion, discipline, or termination, weak AI use can quickly become an employee-relations and compliance problem. This session helps managers use AI as drafting support without handing over judgment, accountability, or fairness.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"module faculty photos two-column-only clearfix\"\u003e\u003cbr\u003e\u003c\/div\u003e","brand":"GRCWebinar","offers":[{"title":"Live","offer_id":55594283303203,"sku":null,"price":1.0,"currency_code":"USD","in_stock":true},{"title":"Live + Recording","offer_id":55594283335971,"sku":null,"price":299.0,"currency_code":"USD","in_stock":true},{"title":"Live + Transcript","offer_id":55594283368739,"sku":null,"price":299.0,"currency_code":"USD","in_stock":true},{"title":"Recording","offer_id":55594283401507,"sku":null,"price":199.0,"currency_code":"USD","in_stock":true},{"title":"Transcript","offer_id":55594283434275,"sku":null,"price":199.0,"currency_code":"USD","in_stock":true},{"title":"Recording + Transcript","offer_id":55594283467043,"sku":null,"price":299.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/2240\/0035\/files\/Home4260776c-ffea-460d-87bf-3da51329d2f7134278366997614089.jpg?v=1789404192","url":"https:\/\/grcwebinar.com\/products\/ai-generated-performance-reviews-how-to-avoid-bias-false-precision-and-employee-relations-risk","provider":"GRCWebinar","version":"1.0","type":"link"}