[et_pb_section fb_built=”1″ _builder_version=”4.16″ custom_padding=”0px|0px|0px|0px” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row module_class=”enbref” _builder_version=”4.27.5″ custom_margin=”||5%||false|false” custom_padding=”0px|||||” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text module_class=”enbref-content” _builder_version=”4.27.6″ custom_padding=”||12%||false|false” hover_enabled=”0″ inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n
In brief<\/strong><\/p>\n Duplicate identifiers, inconsistencies between subsidiaries, missing data: HR data entry errors cost time, money and compliance. Intelligent data entry interfaces enable you to detect these anomalies at source, before they contaminate your analyses and decisions. Find out how to deploy them effectively in your organization. <\/p>\n <\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.16″ custom_padding=”0px|||||” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.27.6″ custom_padding=”||5%||false|false” hover_enabled=”0″ inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n In an extended enterprise context, where subsidiaries interact with HR processes<\/strong><\/a> processes, maintaining quality data<\/strong><\/a> is a real challenge.<\/p>\n Errors in HR data<\/strong> can have far-reaching consequences: incorrect pay, inappropriate assignments, or failure to comply with regulatory obligations.<\/p>\n These problems are often linked to obsolete HRIS systems or manual data entry practices. The absence of inter-system consistency<\/strong> between HRIS tools<\/a> increases the likelihood of duplicates or inconsistencies in the employee database. These challenges are directly linked to the broader issue of HR data quality<\/a>, which we describe in detail in our dedicated article.<\/p>\n In this article, we explore how intelligent input interfaces<\/strong> can improve the quality of your HR data<\/strong>, prevent duplication and enhance the reliability of your information systems.<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||5%||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Before discussing solutions, let’s consider the real consequences of poor HR data:<\/p>\n <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.6″ custom_padding=”||5%||false|false” hover_enabled=”0″ inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n Let’s take the case of a unique identifier assigned to the employees of a company or Group.<\/p>\n This identifier is intended to accompany the employee throughout his or her career, even when moving between Group entities.<\/p>\n In reality, however, HR staff in different subsidiaries may not be aware of a group-wide identifier that has already been assigned, in the absence of an upstream control mechanism.<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ background_color=”#f7fbff” custom_margin=”||8%||false|false” custom_padding=”5%|5%|5%|5%|true|true” border_radii=”on|23px|23px|23px|23px” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n The same individual can be assigned several identifiers. A costly source of error that complicates HR management, payroll… <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.6″ custom_padding=”||5%||false|false” hover_enabled=”0″ inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n During the hiring process, HR<\/strong> enters the employee’s details (surname, first name, date of birth, etc.) into the system, and theintelligent interface<\/strong>, via API, queries the existing database to determine whether this is already known data or a new profile.<\/p>\n They analyze potential matches and present the results in the form of concrete use cases, enabling HR<\/strong> to make the right decision, independently.<\/p>\n There are three possible scenarios:<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n If the data entered corresponds to an existing employee (name, date of birth, etc.), the tool flags the redundancy and suggests completing or modifying the profile instead of creating a duplicate.<\/p>\n This approach guarantees a centralized, up-to-date employee base and avoids the proliferation of multiple profiles for the same individual. This saves you downstream correction work. <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n In ambiguous cases, where several profiles turn out to be similar, the tool alerts theHR user<\/strong> and displays the corresponding records for validation. <\/p>\n This adds a human verification step, while remaining AI-assisted, which limits errors and optimizes inter-system consistency. In this case, ambiguous cases (homonyms, partial records) can be detected. <\/p>\n So you retain control of the decision, while benefiting from intelligent assistance.<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||5%||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n When no existing profile matches the data provided, the system deduces that it is a new employee. It then allows HR to generate a new identifier, without the risk of conflict or duplication. <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||5%||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Implementing intelligent input interfaces<\/strong> offers tangible benefits for HR professionals<\/strong>:<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ background_color=”#f7fbff” custom_margin=”||8%||false|false” custom_padding=”5%|5%|5%|5%|true|true” border_radii=”on|23px|23px|23px|23px” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Intelligent interfaces<\/strong> are part of a broader vision of HR digitalization<\/strong>. They are often the first step in a global approach to improving data quality, which can then be extended to other processes: <\/p>\n [\/et_pb_text][et_pb_image src=”https:\/\/www.sqorus.com\/wp-content\/uploads\/2025\/10\/Ameliorer-la-qualite-des-donnees-RH-Interfaces-saisies-intelligentes-2.png” title_text=”Improving HR data quality – Intelligent input interfaces 2″ _builder_version=”4.27.4″ _module_preset=”default” custom_padding=”||8%||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_image][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Successful integration involves auditing existing systems, consolidating employee repositories, configuring APIs and validating business flows. It is also essential to include test phases, initial clean-up to avoid duplication, and ongoing quality control. A structured approach is the key to a stable, sustainable project. <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Each solution(Workday<\/a>, SAP SuccessFactors,<\/a> Oracle<\/a>…) offers different levels of intelligence. The key is to select a tool that will automate processes, detect duplicates, and provide intuitive data entry adapted to your multi-entity structure. The choice of technology must be aligned with your overall HR strategy. <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||5%||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Success depends on getting HR teams<\/strong> on board. We need to train them touse the intelligent assistant<\/strong>, make them aware of the challenges of HR data quality<\/strong>, and instill a culture of continuous improvement around intelligent data entry. People remain at the heart of HR digital transformation <\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text _builder_version=”4.27.4″ custom_padding=”||5%||false|false” inline_fonts=”Roboto” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Intelligent input interfaces<\/strong> are more than just form screens. These are real operational safeguards, contributing to data quality and reliability. <\/p>\n By integrating assistance and detection logics, they enable companies to lay the foundations of a robust information system, based on clean data right from the start. <\/p>\n This approach is perfectly in line with a digital HR transformation<\/strong> approach, where every act of data entry becomes a lever for operational excellence. <\/p>\n Do you want to turn the quality of your HR data into a competitive advantage? Our HR integration experts<\/strong> will work with you step by step to set up intelligent interfaces<\/strong> tailored to your organization. <\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=”on|desktop” module_class=”cta-bleu” _builder_version=”4.27.6″ _module_preset=”default” background_color=”#20299f” background_image=”https:\/\/www.sqorus.com\/wp-content\/uploads\/2024\/06\/Bandeau-LB-Strategie-Data-RH.png” background_size=”contain” background_position=”center_right” width=”100%” width_tablet=”90%” width_phone=”90%” width_last_edited=”on|phone” custom_margin=”||3%||false|true” custom_padding=”50px|400px|50px|55px|false|false” custom_padding_tablet=”50px|55px|50px|55px|true|true” custom_padding_phone=”40px|55px|40px|55px|true|true” background_last_edited=”on|phone” background_enable_image_tablet=”off” border_radii=”on|23px|23px|23px|23px” global_module=”43299″ locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.27.0″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text module_class=”Titre_40 Titre_blanc” _builder_version=”4.24.0″ _module_preset=”default” header_2_font_size=”30px” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text module_class=”FondBleu” _builder_version=”4.23.1″ _module_preset=”default” text_font=”||||||||” text_text_color=”#d6d8f4″ text_line_height=”30px” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Imagine a world where the HR function is propelled into a new dimension thanks to the power of data. What if this world were within our reach? Discover how to harness the full potential of HR Data to revolutionize your organization.<\/p>\n [\/et_pb_text][et_pb_button button_url=”https:\/\/www.sqorus.com\/en\/ebook-hr-data-strategy-what-if-we-accelerated\/” button_text=”Download” button_alignment=”left” button_alignment_tablet=”center” button_alignment_phone=”center” button_alignment_last_edited=”on|tablet” admin_label=”Bouton de t\u00e9l\u00e9chargement” module_class=”Bouton Fond_blanc” _builder_version=”4.27.0″ _module_preset=”default” custom_button=”on” button_text_size=”15px” button_text_color=”#f36145″ button_bg_color=”#FFFFFF” button_border_width=”1px” button_border_color=”#f36145″ button_border_radius=”50px” button_font=”||||||||” button_use_icon=”off” custom_margin=”20px||||false|false” custom_padding=”13px|25px|13px|25px|false|false” custom_css_free_form=”selector:hover{|| background-color: #FFF6F5 !important;||}” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Section – Blog – Cta Actu” module_class=”Fond_bleu Fond_icone” _builder_version=”4.27.0″ custom_margin=”5rem||5rem||true|true” custom_margin_tablet=”4rem|40px|4rem|40px|true|true” custom_margin_phone=”|20px||20px|false|true” custom_margin_last_edited=”on|phone” custom_padding=”3rem||3rem||true|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row make_equal=”on” admin_label=”Text block” module_class=”LargeurBox” _builder_version=”4.27.0″ _module_preset=”default” animation_style=”fade” locked=”off” collapsed=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” custom_padding=”|9rem||9rem|false|true” custom_padding_tablet=”|0rem||0rem|false|true” custom_padding_phone=”|0rem||0rem|false|true” custom_padding_last_edited=”on|desktop” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text admin_label=”Sous-titre” module_class=”SousTitre” _builder_version=”4.25.0″ _module_preset=”default” text_font=”||||||||” text_orientation=”center” custom_margin=”||10px||false|false” text_orientation_tablet=”” text_orientation_phone=”center” text_orientation_last_edited=”on|tablet” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Contact<\/p>\n [\/et_pb_text][et_pb_text admin_label=”Titre – H2″ module_class=”Titre_40″ _builder_version=”4.26.1″ _module_preset=”default” text_orientation=”center” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][et_pb_text admin_label=”Texte” _builder_version=”4.27.0″ _module_preset=”default” text_text_color=”#d2d4ec” text_orientation=”center” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n Contact us today and find out how we can work together to make your company’s digital future a reality.<\/p>\n [\/et_pb_text][et_pb_button button_url=”https:\/\/www.sqorus.com\/en\/contact\/” button_text=”Contact SQORUS” button_alignment=”center” module_class=”Bouton fond_orange” _builder_version=”4.27.0″ _module_preset=”default” custom_margin=”30px||||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.27.5″ custom_margin=”10%||||false|false” custom_padding=”0px|0px|0px|0px” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”4.16″ custom_padding=”0px|||||” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.27.6″ custom_padding=”||5%||false|false” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][dsm_faq dsm_make_accordion_toggle=”on” dsm_open_faq_item=”on” dsm_enable_schema_markup=”on” _builder_version=”4.27.6″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][dsm_faq_child dsm_title=”Why is the quality of HR data so difficult to maintain in large groups?” dsm_content=”<\/p>\n In multi-entity companies, each subsidiary often manages its own data entry processes, using different tools and without a common repository. Internal mobility, mergers and acquisitions, and integration between systems (HRIS, payroll, ATS) multiply the number of data entry points, and therefore the risk of inconsistencies and duplication. Without a control mechanism at source, errors accumulate and become very costly to correct a posteriori. <\/p>\n <\/p>\n ” _builder_version=”4.27.6″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” parentOrderClass=”dsm_faq_0″ sticky_enabled=”0″][\/dsm_faq_child][dsm_faq_child dsm_title=”What is an intelligent input interface and how does it work?” dsm_content=”<\/p>\n An intelligent input interface interrogates the existing database in real time when a new employee profile is created. It compares the data entered with existing profiles via matching algorithms (phonetic, textual similarity) and suggests appropriate actions to the HR user: complete an existing profile, validate an ambiguity or create a new profile. AI assists decision-making without replacing it, so that the user retains ultimate control. <\/p>\n <\/p>\n ” _builder_version=”4.27.6″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” parentOrderClass=”dsm_faq_0″ sticky_enabled=”0″][\/dsm_faq_child][dsm_faq_child dsm_title=”Which HRIS natively support intelligent input interfaces?” dsm_content=”<\/p>\n The main platforms on the market (Workday, SAP SuccessFactors, Oracle HCM Cloud) offer native duplicate detection and data validation functionalities. Their level of sophistication varies according to version and configuration. <\/p>\n For organizations using older HRIS or bespoke solutions, connectors and API layers can be developed to integrate this intelligence without replacing the existing system.<\/p>\n <\/p>\n ” _builder_version=”4.27.6″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” parentOrderClass=”dsm_faq_0″ sticky_enabled=”0″][\/dsm_faq_child][dsm_faq_child dsm_title=”How do you measure the impact of an intelligent input interface on data quality?” dsm_content=”<\/p>\n The key indicators to be monitored are: the rate of duplicates detected and avoided, the number of manual post-corrections, the average processing time for a hiring form, the error rate in regulatory exports (DADS, DSN) and the level of satisfaction of HR teams. A data quality dashboard set up as soon as the solution is deployed enables the ROI of the solution to be rapidly demonstrated. <\/p>\n <\/p>\n ” _builder_version=”4.27.6″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” parentOrderClass=”dsm_faq_0″ sticky_enabled=”0″][\/dsm_faq_child][\/dsm_faq][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":" Optimize your HR data thanks to intelligent input interfaces: guaranteed to reduce errors and save time. <\/p>\n","protected":false},"author":113,"featured_media":53427,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","_ayudawp_aiss_exclude":false,"footnotes":""},"categories":[393],"tags":[552],"metiers":[226],"sujet":[218],"class_list":["post-49085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hr-data-en","tag-conseil-en-strategie-en","metiers-hr","sujet-data-ia-en"],"acf":[],"yoast_head":"\nWhat is the impact of poor quality HR data?<\/h2>\n
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The problem of duplicate employee IDs between subsidiaries<\/h2>\n
Result? <\/span><\/h3>\n
Other frequent cases of duplication<\/h3>\n
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The solution: improve data quality with intelligent input interfaces<\/h2>\n
1. <\/span>Unique match detected<\/span><\/span> <\/span><\/h3>\n
2. Multiple possible matches<\/h3>\n
3. <\/span>No relevant matches<\/span><\/span> <\/span><\/h3>\n
What are the benefits for HR on a day-to-day basis?<\/span><\/span> <\/span><\/h2>\n
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Beyond simple data entry: a lever for HR transformation<\/h2>\n
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<\/strong><\/li>\n<\/ul>\n\n
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How to successfully deploy an intelligent
interface <\/span><\/span>HR INTERFACE?<\/span><\/span> <\/span><\/h2>\nEssential steps for a successful deployment<\/h3>\n
Choosing the right HRIS solution for your needs<\/span><\/span> <\/span><\/h3>\n
Training HR teams for successful adoption<\/span><\/span> <\/span><\/h3>\n
Conclusion: a well-designed interface becomes a strategic tool<\/span><\/span> <\/span> <\/span><\/h2>\n
HR Data strategy: what if we accelerated?<\/h2>\n
A project? A request?A question?<\/h2>\n
FAQ – HR data quality and intelligent interfaces<\/h2>\n