{"id":1434,"date":"2026-07-07T18:49:11","date_gmt":"2026-07-07T18:49:11","guid":{"rendered":"https:\/\/www.lebihan.de\/expertise-index\/expertise-ai-in-ppm\/"},"modified":"2026-10-20T10:29:08","modified_gmt":"2026-10-20T10:29:08","slug":"expertise-ai-in-ppm","status":"publish","type":"page","link":"https:\/\/www.lebihan.de\/en\/expertise-index\/expertise-ai-in-ppm\/","title":{"rendered":"Expertise &#8211; AI in PPM"},"content":{"rendered":"<div class=\"lbx lbcx-competence-hero\"><section class=\"hero has-backdrop\">\n  <div class=\"branch-hero-backdrop competence-hero-backdrop\" aria-hidden=\"true\">KI IM<br \/>\nPPM<\/div>\n  <div class=\"wrap\">\n    <div class=\"hero-grid\">\n      <div class=\"hero-copy\">\n        <span class=\"eyebrow has-icon competence-hero-label\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 3l1.7 5L19 10l-5.3 1.7L12 17l-1.7-5.3L5 10l5.3-2z\"\/><path d=\"M19 15l.7 2 2 .7-2 .7-.7 2-.7-2-2-.7 2-.7z\"\/><\/svg>AI in PPM<\/span>\n        <h1>Deploying AI where it truly reduces the project workload.<\/h1>        <p class=\"lede\">AI can significantly ease project work: in summarizing, searching, evaluating, drafting, and identifying patterns. We combine specific use cases with reliable data, clear processes, and accountability that remains with the human.<\/p>                <div class=\"hero-actions\">\n          <a class=\"btn btn-primary competence-hero-primary\" href=\"#kontakt\">Schedule a Meeting <span aria-hidden=\"true\">\u2192<\/span><\/a>          <a class=\"branch-text-link\" href=\"#unterstuetzung\">How We Support You <span aria-hidden=\"true\">\u2192<\/span><\/a>        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section><\/div>\n<div class=\"lbcx\"><section class=\"lbcx-problem\"><div class=\"wrap lbcx-problem-grid\">\n  <div class=\"lbcx-pull reveal\">AI is no substitute for order.<\/div>  <div class=\"lbcx-problem-copy reveal\"><p>Project and portfolio management generates a vast amount of information: status reports, risks, measures, minutes, decisions, resource plans, project proposals, and lessons learned.<\/p><p>The greatest benefit of AI often lies in unspectacular tasks: summarizing project status, extracting risks from texts, converting minutes into action items, or finding relevant project experience faster.<\/p><p>For this to work reliably, data, processes, roles, and access rights must be correct. That is why we do not view AI in PPM as an isolated technology topic, but as an integral part of project work. <\/p><\/div>\n<\/div><\/section><\/div>\n<div class=\"lbcx\"><section class=\"lbcx-tabs-section lbcx-challenge-section\" id=\"symptoms\"><div class=\"wrap\">\n  <div class=\"sec-head left reveal\"><span class=\"eyebrow steel\">The Three Typical Challenges<\/span><h2>Three Symptoms. One Cause. <\/h2><p>Unclear use cases, inconsistent data, and a lack of accountability mean that AI pilots look impressive but fail to become a permanent part of project work.<\/p><\/div>\n\n  <div class=\"lbcx-tabs\" data-lbc-tabs>\n    <div class=\"lbcx-tablist\" role=\"tablist\" aria-label=\"Three Symptoms. One Cause. \">\n      <button type=\"button\" role=\"tab\" class=\"lbcx-tab-btn is-active\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-0\" aria-controls=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-0\" aria-selected=\"true\" data-lbc-tab=\"0\">Many Ideas, Little Benefit<\/button><button type=\"button\" role=\"tab\" class=\"lbcx-tab-btn\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-1\" aria-controls=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-1\" aria-selected=\"false\" data-lbc-tab=\"1\">Data is inconsistent<\/button><button type=\"button\" role=\"tab\" class=\"lbcx-tab-btn\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-2\" aria-controls=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-2\" aria-selected=\"false\" data-lbc-tab=\"2\">Accountability remains open<\/button>    <\/div>\n    <div class=\"lbcx-tab-panel is-active\" role=\"tabpanel\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-0\" aria-labelledby=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-0\"  data-lbc-panel=\"0\">\n      <div>\n        <span class=\"lbcx-tag\">Common Cause<\/span>        <h3>The specific use case remains vague<\/h3>        <p>AI is expected to write reports, identify risks, and prepare decisions. However, it is unclear which tasks are actually time-consuming today and what measurable benefit the support is intended to provide. <\/p>        <div class=\"lbcx-when\"><b>What matters:<\/b><ul><li>Start with specific pain points<\/li><li>Evaluate benefits, risks, and data availability together<\/li><li>Select a clearly defined first use case<\/li><\/ul><\/div>      <\/div>\n      <aside class=\"lbcx-side\"><span>Le Bihan Perspective<\/span><p>Start with concrete benefits: A good AI use case solves a real problem in everyday project work.<\/p><\/aside>    <\/div><div class=\"lbcx-tab-panel\" role=\"tabpanel\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-1\" aria-labelledby=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-1\" hidden data-lbc-panel=\"1\">\n      <div>\n        <span class=\"lbcx-tag\">Common Cause<\/span>        <h3>AI cannot get a reliable project overview<\/h3>        <p>Project information is stored in different tools, formats, and levels of detail. Some projects report accurately, others only roughly. AI cannot simply compensate for these differences.  <\/p>        <div class=\"lbcx-when\"><b>What matters:<\/b><ul><li>Clarify reliable sources and data ownership<\/li><li>Standardize status and terminology logic<\/li><li>Secure access and timeliness of information<\/li><\/ul><\/div>      <\/div>\n      <aside class=\"lbcx-side\"><span>Le Bihan Perspective<\/span><p>Take data quality seriously: AI can process information, but it cannot automatically correct poor input.<\/p><\/aside>    <\/div><div class=\"lbcx-tab-panel\" role=\"tabpanel\" id=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-panel-2\" aria-labelledby=\"lbcx-tabs-block_045c59be8ca88136df9f09050a89c82b-tab-2\" hidden data-lbc-panel=\"2\">\n      <div>\n        <span class=\"lbcx-tag\">Common Cause<\/span>        <h3>Piloting without governance and clear verification<\/h3>        <p>A prototype works technically, but there is no definition of who verifies results, which data may be used, and how the application is integrated into processes.<\/p>        <div class=\"lbcx-when\"><b>What matters:<\/b><ul><li>Define human verification and decision-making<\/li><li>Consider permissions and confidentiality<\/li><li>Plan for operation, monitoring, and scaling early on<\/li><\/ul><\/div>      <\/div>\n      <aside class=\"lbcx-side\"><span>Le Bihan Perspective<\/span><p>Build in control: Especially in the project and portfolio context, results must remain traceable and verifiable.<\/p><\/aside>    <\/div>  <\/div>\n<\/div><\/section><\/div>\n<div class=\"lbcx\"><section class=\"lbcx-tabs-section lbcx-stake-section\" id=\"target-groups\"><div class=\"wrap\">\n  <div class=\"sec-head left reveal\"><span class=\"eyebrow steel\">Who We Solve This For<\/span><h2>The same AI support. Four different expectations. <\/h2><p>Project management, PMO, IT, and management each require a different perspective on benefits, data, control, and scaling.<\/p><\/div>\n\n  <div class=\"lbcx-stake\" data-lbc-stakeholder>\n    <div class=\"lbcx-stake-grid\">\n              <button type=\"button\" class=\"lbcx-stake-card\" data-stake-card=\"0\" aria-expanded=\"false\" aria-controls=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-0\">\n          <span class=\"lbcx-stake-role\">Project Management<\/span>\n          <span class=\"lbcx-stake-card-focus\">Fokus: Relieve<\/span>        <\/button>\n              <button type=\"button\" class=\"lbcx-stake-card\" data-stake-card=\"1\" aria-expanded=\"false\" aria-controls=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-1\">\n          <span class=\"lbcx-stake-role\">PMO \/ Portfolio<\/span>\n          <span class=\"lbcx-stake-card-focus\">Fokus: Consolidate<\/span>        <\/button>\n              <button type=\"button\" class=\"lbcx-stake-card\" data-stake-card=\"2\" aria-expanded=\"false\" aria-controls=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-2\">\n          <span class=\"lbcx-stake-role\">IT \/ Data \/ Governance<\/span>\n          <span class=\"lbcx-stake-card-focus\">Fokus: Secure<\/span>        <\/button>\n              <button type=\"button\" class=\"lbcx-stake-card\" data-stake-card=\"3\" aria-expanded=\"false\" aria-controls=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-3\">\n          <span class=\"lbcx-stake-role\">CIO \/ COO<\/span>\n          <span class=\"lbcx-stake-card-focus\">Fokus: Scale<\/span>        <\/button>\n      \n      <div class=\"lbcx-stake-center\" aria-hidden=\"true\">\n        <div class=\"lbcx-stake-donut\">\n          <svg class=\"lbcx-stake-svg\" viewBox=\"0 0 320 320\" focusable=\"false\">\n            <circle class=\"lbcx-stake-ring\" cx=\"160\" cy=\"160\" r=\"103\"><\/circle>\n            <path class=\"lbcx-stake-segment\" data-stake-segment=\"0\" d=\"M 57.39 151.02 A 103 103 0 0 1 151.02 57.39\"><\/path>\n            <path class=\"lbcx-stake-segment\" data-stake-segment=\"1\" d=\"M 168.98 57.39 A 103 103 0 0 1 262.61 151.02\"><\/path>\n            <path class=\"lbcx-stake-segment\" data-stake-segment=\"2\" d=\"M 151.02 262.61 A 103 103 0 0 1 57.39 168.98\"><\/path>\n            <path class=\"lbcx-stake-segment\" data-stake-segment=\"3\" d=\"M 262.61 168.98 A 103 103 0 0 1 168.98 262.61\"><\/path>\n            <circle class=\"lbcx-stake-core\" cx=\"160\" cy=\"160\" r=\"72\"><\/circle>\n          <\/svg>\n          <span class=\"lbcx-stake-core-label\">Organizational perspective<\/span>\n          <div class=\"lbcx-stake-focus-cloud\">\n                          <span class=\"lbcx-stake-word lbcx-stake-word-0\" data-stake-word=\"0\">Relieve<\/span>\n                          <span class=\"lbcx-stake-word lbcx-stake-word-1\" data-stake-word=\"1\">Consolidate<\/span>\n                          <span class=\"lbcx-stake-word lbcx-stake-word-2\" data-stake-word=\"2\">Secure<\/span>\n                          <span class=\"lbcx-stake-word lbcx-stake-word-3\" data-stake-word=\"3\">Scale<\/span>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <div class=\"lbcx-stake-details\" data-stake-details>\n              <div class=\"lbcx-stake-detail\" id=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-0\" data-stake-detail=\"0\" hidden>\n          <div class=\"lbcx-stake-detail-copy\">\n            <span class=\"lbcx-tag\">Everyday Project Work<\/span>            <h3>Less information work. More time for steering. <\/h3>            <p>Project managers benefit where AI summarizes information, structures tasks, or makes relevant content accessible more quickly.<\/p>            <div class=\"lbcx-when\"><b>Your Topics<\/b><ul><li>Prepare status reports and minutes faster<\/li><li>Find information more specifically<\/li><li>Reduce routine work, retain accountability<\/li><\/ul><\/div>          <\/div>\n                  <\/div>\n              <div class=\"lbcx-stake-detail\" id=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-1\" data-stake-detail=\"1\" hidden>\n          <div class=\"lbcx-stake-detail-copy\">\n            <span class=\"lbcx-tag\">Steering Perspective<\/span>            <h3>Make large amounts of information actionable faster.<\/h3>            <p>PMO and portfolio functions can use AI to prepare status, risks, measures, and correlations across multiple initiatives.<\/p>            <div class=\"lbcx-when\"><b>Your Topics<\/b><ul><li>Consolidate status information for comparability<\/li><li>Identify patterns and deviations earlier<\/li><li>Prepare management information<\/li><\/ul><\/div>          <\/div>\n                  <\/div>\n              <div class=\"lbcx-stake-detail\" id=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-2\" data-stake-detail=\"2\" hidden>\n          <div class=\"lbcx-stake-detail-copy\">\n            <span class=\"lbcx-tag\">Technology &amp; Governance<\/span>            <h3>Properly regulate data access, quality, and control.<\/h3>            <p>Technical and governance leads create the conditions for AI to access only authorized, traceable, and reliable information.<\/p>            <div class=\"lbcx-when\"><b>Your Topics<\/b><ul><li>Clarify data sources and permissions<\/li><li>Ensure traceability and verification<\/li><li>Prepare for operation and monitoring<\/li><\/ul><\/div>          <\/div>\n                  <\/div>\n              <div class=\"lbcx-stake-detail\" id=\"lbcx-tabs-block_e43a1f688007a677e7a5e37aed45f3c7-stake-detail-3\" data-stake-detail=\"3\" hidden>\n          <div class=\"lbcx-stake-detail-copy\">\n            <span class=\"lbcx-tag\">Management Perspective<\/span>            <h3>Turn pilots into an accountable capability.<\/h3>            <p>Management decides which use cases are strategically relevant, which risks remain acceptable, and where successful approaches are scaled.<\/p>            <div class=\"lbcx-when\"><b>Your Topics<\/b><ul><li>Prioritize use cases by impact<\/li><li>Establish governance and responsibilities<\/li><li>Scale proven applications in a controlled manner<\/li><\/ul><\/div>          <\/div>\n                  <\/div>\n          <\/div>\n  <\/div>\n<\/div><\/section><\/div>\n<div class=\"lbcx\">\n  <section class=\"lbcx-stages-section\">\n    <div class=\"wrap\">\n      <div class=\"sec-head left reveal\">\n        <span class=\"eyebrow steel\">Development Stages<\/span>        <h2>Expansion based on maturity level.<\/h2>        <p>AI should be introduced step-by-step in the project environment. It is crucial that each step provides functional value and remains organizationally manageable. <\/p>      <\/div>\n\n      <div class=\"lbcx-maturity reveal\" data-lbc-stages data-stage-count=\"3\" id=\"lbcx-maturity-1\">\n        <div class=\"lbcx-maturity-visual\">\n          <div class=\"lbcx-maturity-axis\" aria-hidden=\"true\">\n            <span class=\"lbcx-maturity-axis-title\">Maturity<\/span>\n            <span class=\"lbcx-maturity-axis-track\"><\/span>\n            <span class=\"lbcx-maturity-axis-fill\" data-stage-axis-fill><\/span>\n            <span class=\"lbcx-maturity-tick is-high\">High<\/span>\n            <span class=\"lbcx-maturity-tick is-mid\">Medium<\/span>\n            <span class=\"lbcx-maturity-tick is-low\">Low<\/span>\n          <\/div>\n\n          <div class=\"lbcx-maturity-tiers\" role=\"group\" aria-label=\"Expansion based on maturity level.\">\n                          <button\n                type=\"button\"\n                class=\"lbcx-maturity-tier\"\n                style=\"--tier-width:66%\"\n                data-stage-trigger=\"2\"\n                aria-pressed=\"false\"\n                aria-controls=\"lbcx-maturity-1-panel-2\"\n              >\n                <span class=\"lbcx-maturity-num\">03<\/span>\n                <span class=\"lbcx-maturity-label\">Scale<\/span>\n              <\/button>\n                          <button\n                type=\"button\"\n                class=\"lbcx-maturity-tier\"\n                style=\"--tier-width:83%\"\n                data-stage-trigger=\"1\"\n                aria-pressed=\"false\"\n                aria-controls=\"lbcx-maturity-1-panel-1\"\n              >\n                <span class=\"lbcx-maturity-num\">02<\/span>\n                <span class=\"lbcx-maturity-label\">Pilot<\/span>\n              <\/button>\n                          <button\n                type=\"button\"\n                class=\"lbcx-maturity-tier is-current\"\n                style=\"--tier-width:100%\"\n                data-stage-trigger=\"0\"\n                aria-pressed=\"true\"\n                aria-controls=\"lbcx-maturity-1-panel-0\"\n              >\n                <span class=\"lbcx-maturity-num\">01<\/span>\n                <span class=\"lbcx-maturity-label\">Clarify Use Cases<\/span>\n              <\/button>\n                      <\/div>\n        <\/div>\n\n        <div class=\"lbcx-maturity-detail\" aria-live=\"polite\">\n                      <div\n              class=\"lbcx-maturity-panel is-active\"\n              data-stage-panel=\"0\"\n              id=\"lbcx-maturity-1-panel-0\"\n              aria-hidden=\"false\"            >\n              <h3>Clarify Use Cases<\/h3>              <p class=\"lbcx-maturity-copy\">Identify work areas where AI can provide concrete help.<\/p>                              <ul class=\"lbcx-maturity-points\">\n                                      <li>Record pain points<\/li>\n                                      <li>Evaluate benefits and risks<\/li>\n                                      <li>Check data availability<\/li>\n                                  <\/ul>\n                          <\/div>\n                      <div\n              class=\"lbcx-maturity-panel\"\n              data-stage-panel=\"1\"\n              id=\"lbcx-maturity-1-panel-1\"\n              hidden aria-hidden=\"true\"            >\n              <h3>Pilot<\/h3>              <p class=\"lbcx-maturity-copy\">Test a clearly defined use case with real users.<\/p>                              <ul class=\"lbcx-maturity-points\">\n                                      <li>Set up prototype<\/li>\n                                      <li>Verify results<\/li>\n                                      <li>Adapt working methods<\/li>\n                                  <\/ul>\n                          <\/div>\n                      <div\n              class=\"lbcx-maturity-panel\"\n              data-stage-panel=\"2\"\n              id=\"lbcx-maturity-1-panel-2\"\n              hidden aria-hidden=\"true\"            >\n              <h3>Scale<\/h3>              <p class=\"lbcx-maturity-copy\">Transfer proven applications into processes, systems, and governance.<\/p>                              <ul class=\"lbcx-maturity-points\">\n                                      <li>Define standards<\/li>\n                                      <li>Clarify roles and verification<\/li>\n                                      <li>Regulate operation and further development<\/li>\n                                  <\/ul>\n                          <\/div>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<div class=\"lbcx\">\n  <section class=\"lbcx-related-section lbcx-related-section--expertise-stage\">\n    <div class=\"wrap\">\n      <div class=\"sec-head left reveal\">\n        <span class=\"eyebrow steel\">Related Areas of Expertise<\/span>        <h2>Overview of Related Topics.<\/h2>        <p>Project work, portfolio, resources, collaboration, and knowledge are interdependent. Here you will find in-depth information on related topics.<\/p>      <\/div>\n\n              <div class=\"lbc-expertise-stage reveal\">\n          <div class=\"lbc-expertise-groups\">\n                          <section class=\"lbc-expertise-group\" data-competence-group=\"other\">\n                <header class=\"lbc-expertise-group-head\">\n                  <h3>Planning &amp; Steering<\/h3>                  <p>For projects, portfolios, PMO, and resources.<\/p>                <\/header>\n                                  <div class=\"lbc-expertise-list\">\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/projektmanagement-und-pmo\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 4 3 9l9 5 9-5-9-5z\"\/><path d=\"M3 14l9 5 9-5\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Project Management &amp; PMO<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/projektportfolio-management\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 4 3 9l9 5 9-5-9-5z\"\/><path d=\"M3 14l9 5 9-5\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Project Portfolio Management<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/ressourcen-und-kapazitaetsmanagement\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 4 3 9l9 5 9-5-9-5z\"\/><path d=\"M3 14l9 5 9-5\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Resource &amp; Capacity Management<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                      <\/div>\n                              <\/section>\n                          <section class=\"lbc-expertise-group\" data-competence-group=\"other\">\n                <header class=\"lbc-expertise-group-head\">\n                  <h3>Collaboration &amp; Knowledge<\/h3>                  <p>For teamwork, processes, and usable knowledge.<\/p>                <\/header>\n                                  <div class=\"lbc-expertise-list\">\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/work-management\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><rect x=\"4\" y=\"4\" width=\"7\" height=\"7\" rx=\"1\"\/><rect x=\"13\" y=\"4\" width=\"7\" height=\"4\" rx=\"1\"\/><rect x=\"13\" y=\"11\" width=\"7\" height=\"4\" rx=\"1\"\/><rect x=\"4\" y=\"14\" width=\"16\" height=\"6\" rx=\"1\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Work Management<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/work-automation\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M4 12a8 8 0 0 1 13.5-5.8\"\/><path d=\"M20 12a8 8 0 0 1-13.5 5.8\"\/><path d=\"M17 3.5v3h-3M7 20.5v-3h3\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Work Automation<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/wissensmanagement\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 4 3 9l9 5 9-5-9-5z\"\/><path d=\"M3 14l9 5 9-5\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>Knowledge Management<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                          <a class=\"lbc-expertise-item\" href=\"\/kompetenzen\/ki-im-ppm\/\">\n                        <span class=\"lbc-expertise-item-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 4 3 9l9 5 9-5-9-5z\"\/><path d=\"M3 14l9 5 9-5\"\/><\/svg><\/span>\n                        <span class=\"lbc-expertise-item-copy\"><strong>AI in PPM<\/strong><\/span>\n                        <span class=\"lbc-expertise-item-arrow\" aria-hidden=\"true\">\u2192<\/span>\n                      <\/a>\n                                      <\/div>\n                              <\/section>\n                      <\/div>\n\n          <a class=\"lbc-expertise-ai\" href=\"https:\/\/www.lebihan.de\/en\/expertise-index\/expertise-ai-in-ppm\/\">\n            <span class=\"lbc-expertise-item-icon lbc-expertise-ai-icon\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 3l1.7 5L19 10l-5.3 1.7L12 17l-1.7-5.3L5 10l5.3-2z\"\/><path d=\"M19 15l.7 2 2 .7-2 .7-.7 2-.7-2-2-.7 2-.7z\"\/><\/svg><\/span>\n            <span class=\"lbc-expertise-ai-copy\"><strong>AI in PPM<\/strong><\/span>\n            <span class=\"lbc-expertise-ai-arrow\" aria-hidden=\"true\">\u2192<\/span>\n          <\/a>\n        <\/div>\n          <\/div>\n  <\/section>\n<\/div>\n<div class=\"lbcx\"><section class=\"lbcx-crossnav\" aria-label=\"Dienstleistungen und Branchen\"><div class=\"wrap\">\n  <header class=\"lbcx-crossnav-head reveal\">\n    <span class=\"eyebrow steel\">Our Services<\/span>\n    <h2>How We Support Our Clients<\/h2>\n  <\/header>\n\n  <div class=\"lbcx-crossnav-group reveal\">\n    <div class=\"lbcx-crossnav-label\">All Services<\/div>\n    <div class=\"lbcx-service-grid\">\n              <a class=\"lbcx-service-card\" href=\"https:\/\/www.lebihan.de\/en\/services\/#strategie-standortbestimmung\">\n          <span class=\"lbcx-service-art\" aria-hidden=\"true\"><span class=\"lbcx-service-orbit\"><\/span><span class=\"lbcx-service-icon\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"8\"\/><circle cx=\"12\" cy=\"12\" r=\"3.4\"\/><path d=\"M12 1v3M12 20v3M1 12h3M20 12h3\"\/><\/svg><\/span><i><\/i><\/span>\n          <span class=\"lbcx-service-title\">Strategy &amp; Assessment<\/span>\n          <span class=\"lbcx-card-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-service-card\" href=\"https:\/\/www.lebihan.de\/en\/services\/#beratung-konzeption\">\n          <span class=\"lbcx-service-art\" aria-hidden=\"true\"><span class=\"lbcx-service-orbit\"><\/span><span class=\"lbcx-service-icon\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M15.5 8.5 11 11l-2.5 4.5L13 13z\"\/><\/svg><\/span><i><\/i><\/span>\n          <span class=\"lbcx-service-title\">Consulting &amp; Solution Design<\/span>\n          <span class=\"lbcx-card-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-service-card\" href=\"https:\/\/www.lebihan.de\/en\/services\/#implementierung-rollout\">\n          <span class=\"lbcx-service-art\" aria-hidden=\"true\"><span class=\"lbcx-service-orbit\"><\/span><span class=\"lbcx-service-icon\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 3l8 4.5v9L12 21l-8-4.5v-9z\"\/><path d=\"M4 7.5l8 4.5 8-4.5M12 12v9\"\/><\/svg><\/span><i><\/i><\/span>\n          <span class=\"lbcx-service-title\">Implementation &amp; Rollout<\/span>\n          <span class=\"lbcx-card-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-service-card\" href=\"https:\/\/www.lebihan.de\/en\/services\/#betrieb-weiterentwicklung\">\n          <span class=\"lbcx-service-art\" aria-hidden=\"true\"><span class=\"lbcx-service-orbit\"><\/span><span class=\"lbcx-service-icon\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M3 12h4l2.5-6 4 13 2.5-7H21\"\/><\/svg><\/span><i><\/i><\/span>\n          <span class=\"lbcx-service-title\">Operations &amp; Continuous Improvement<\/span>\n          <span class=\"lbcx-card-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-service-card\" href=\"https:\/\/www.lebihan.de\/en\/services\/#coaching-citizen-development\">\n          <span class=\"lbcx-service-art\" aria-hidden=\"true\"><span class=\"lbcx-service-orbit\"><\/span><span class=\"lbcx-service-icon\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12 3a6 6 0 0 0-4 10.5c.7.7 1 1.3 1 2.5h6c0-1.2.3-1.8 1-2.5A6 6 0 0 0 12 3z\"\/><path d=\"M9 18h6M10 21h4\"\/><\/svg><\/span><i><\/i><\/span>\n          <span class=\"lbcx-service-title\">Coaching &amp; Citizen Development<\/span>\n          <span class=\"lbcx-card-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n          <\/div>\n  <\/div>\n\n  <div class=\"lbcx-crossnav-group lbcx-crossnav-branches reveal\">\n    <div class=\"lbcx-crossnav-label\">All Industries<\/div>\n    <div class=\"lbcx-branch-strip\">\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-automotive-mobility\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" width=\"1024\" height=\"846\" src=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-1024x846.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\" srcset=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-1024x846.jpg 1024w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-300x248.jpg 300w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-768x635.jpg 768w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-1536x1270.jpg 1536w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/09\/pexels-hyundaimotorgroup-19233057-1-e1789046847720-2048x1693.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Automotive &amp; Mobility<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-energy\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-1024x683.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\" srcset=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-1024x683.jpg 1024w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-300x200.jpg 300w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-768x512.jpg 768w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-1536x1024.jpg 1536w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mr-dr3igeteilt-2159455987-36137497-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Energy &amp; Utilities<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-pharma\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-1024x683.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\" srcset=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-1024x683.jpg 1024w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-300x200.jpg 300w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-768x512.jpg 768w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-1536x1024.jpg 1536w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/louis-reed-pwcKF7L4-no-unsplash-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Chemie &amp; Pharma<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-ad\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-1024x682.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\" srcset=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-1024x682.jpg 1024w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-300x200.jpg 300w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-768x512.jpg 768w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-1536x1024.jpg 1536w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-josephmartin-5493554-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Aerospace &amp; Defense<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-industrial-mechanical-engineering\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" width=\"1024\" height=\"835\" src=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-1024x835.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\" srcset=\"https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-1024x835.jpg 1024w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-300x245.jpg 300w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-768x626.jpg 768w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-1536x1253.jpg 1536w, https:\/\/www.lebihan.de\/wp-content\/uploads\/2026\/07\/pexels-mike-van-schoonderwalt-1884800-5503874-2048x1670.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Industrial &amp; Mechanical Engineering<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n              <a class=\"lbcx-branch-card\" href=\"https:\/\/www.lebihan.de\/en\/industry-your-industry\/\">\n          <span class=\"lbcx-branch-visual\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/www.lebihan.de\/en\/wp-content\/themes\/lebihan\/assets\/img\/branche-open-team-pexels.webp\" alt=\"\" loading=\"lazy\" style=\"object-position:center;\"><\/span>\n          <span class=\"lbcx-branch-shade\" aria-hidden=\"true\"><\/span>\n          <span class=\"lbcx-branch-title\">Your industry<\/span>\n          <span class=\"lbcx-branch-arrow\" aria-hidden=\"true\"><svg class=\"ic\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/span>\n        <\/a>\n          <\/div>\n  <\/div>\n<\/div><\/section><\/div>\n    <div class=\"lbcx\"><section class=\"lbcx-person\" id=\"kontakt\"><div class=\"wrap\">\n      <div class=\"lbcx-person-card reveal\">\n        <div class=\"lbcx-person-media\">\n                                        <\/div>\n        <div class=\"lbcx-person-copy\">\n          <span class=\"eyebrow steel\">Your Contact Person<\/span>\n          <h2>Alexander Zorn<\/h2>\n          <p class=\"lbcx-person-role\">COO<\/p>          <blockquote>\u201eAI becomes valuable when it improves a specific task \u2013 with reliable data, clear verification, and a place in actual project work.\u201c<\/blockquote>                      <div class=\"lbcx-person-contactline\">\n              <div class=\"lbcx-person-actions\">\n                <a class=\"lbcx-person-chip\" href=\"mailto:alexander.zorn@lebihan.de\"><span aria-hidden=\"true\">\u2709<\/span><span>Email<\/span><\/a>                <a class=\"lbcx-person-chip\" href=\"tel:+491621006990\" aria-label=\"Phone: +49 162 1006990\" title=\"+49 162 1006990\"><span aria-hidden=\"true\">\u260e<\/span><span>Phone<\/span><\/a>                <a class=\"lbcx-person-chip lbcx-person-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/zornalexander\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"lbcx-person-in\" aria-hidden=\"true\">in<\/span><span>LinkedIn \u2197<\/span><\/a>              <\/div>\n                          <\/div>\n                  <\/div>\n      <\/div>\n    <\/div><\/section><\/div>\n    ","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":1385,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1434","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/pages\/1434","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/comments?post=1434"}],"version-history":[{"count":1,"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/pages\/1434\/revisions"}],"predecessor-version":[{"id":1435,"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/pages\/1434\/revisions\/1435"}],"up":[{"embeddable":true,"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/pages\/1385"}],"wp:attachment":[{"href":"https:\/\/www.lebihan.de\/en\/wp-json\/wp\/v2\/media?parent=1434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}