{"id":4900,"date":"2026-05-14T15:25:52","date_gmt":"2026-05-14T05:25:52","guid":{"rendered":"https:\/\/buenoanalytics.com\/?post_type=video&#038;p=4900"},"modified":"2026-05-14T16:31:24","modified_gmt":"2026-05-14T06:31:24","slug":"bueno-event-data-driven-maintenance-uk","status":"publish","type":"video","link":"https:\/\/buenoanalytics.com\/uk\/video\/bueno-event-data-driven-maintenance-uk\/","title":{"rendered":"Data-Driven Maintenance UK \u2013 Going Beyond the Meter with FDD &#038; AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4900\" class=\"elementor elementor-4900\" data-elementor-post-type=\"video\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3dcd255 e-flex e-con-boxed e-con e-parent\" data-id=\"3dcd255\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad8ca88 elementor-widget elementor-widget-heading\" data-id=\"ad8ca88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bueno Analytics London Event May 7, 2026 - How AI is Transforming Building Operations<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd5d07e elementor-widget elementor-widget-heading\" data-id=\"cd5d07e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Session 2: \nHow Data-Driven Maintenance UK Is Shifting Building Analytics Beyond Energy Dashboards<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-996ed8e e-flex e-con-boxed e-con e-parent\" data-id=\"996ed8e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4935a5 elementor-widget elementor-widget-text-editor\" data-id=\"d4935a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"164\" data-end=\"554\">At Bueno Analytics\u2019 London event, <em data-start=\"198\" data-end=\"242\">How AI is Transforming Building Operations<\/em>, a panel of industry leaders explored one of the most important transitions currently happening across commercial real estate: the shift from energy monitoring and dashboards toward operational analytics, Fault Detection &amp; Diagnostics (FDD), and Data-Driven Maintenance UK.<\/p><p data-start=\"556\" data-end=\"714\">Moderated by <strong>Claire Callan, Smart Places Technical Director at WSP<\/strong>, the panel brought together operational, sustainability, and engineering perspectives from:<\/p><ul data-start=\"715\" data-end=\"798\"><li data-section-id=\"z4a6v6\" data-start=\"715\" data-end=\"736\"><strong>Allan Fourie, JLL<\/strong><\/li><li data-section-id=\"dibtx4\" data-start=\"737\" data-end=\"769\"><strong>Nadine Lawless, Avison Young<\/strong><\/li><li data-section-id=\"an7r79\" data-start=\"770\" data-end=\"798\"><strong>Suki Gilliland, CBRE GWS<\/strong><\/li><\/ul><p data-start=\"800\" data-end=\"1107\">The discussion focused on why whole-building energy management often only delivers incremental improvements, and why the next stage of building optimisation increasingly relies on equipment-level analytics, operational workflows, and AI-assisted maintenance strategies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dfd7c8 elementor-widget elementor-widget-image\" data-id=\"9dfd7c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-1024x682.jpg.webp\" class=\"attachment-large size-large wp-image-4908\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-1024x682.jpg.webp 1024w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-300x200.jpg.webp 300w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-768x511.jpg.webp 768w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-1536x1023.jpg.webp 1536w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-2048x1364.jpg.webp 2048w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003975-copy-18x12.jpg.webp 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"Bueno Analytics\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a454cd elementor-widget elementor-widget-heading\" data-id=\"6a454cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Data-Driven Maintenance UK Is Moving Beyond Dashboards<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99b7244 elementor-widget elementor-widget-text-editor\" data-id=\"99b7244\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1172\" data-end=\"1340\">One of the clearest themes from the panel was that the industry is steadily moving beyond static energy dashboards toward more operationally focused building analytics.<\/p><p data-start=\"1342\" data-end=\"1546\">While metering and reporting remain important, the discussion highlighted that many organisations are now asking a more practical question:<br \/>what operational actions are actually being taken from the data?<\/p><p data-start=\"1548\" data-end=\"1628\">The panel explored how Data-Driven Maintenance UK is increasingly being used to:<\/p><ul data-start=\"1629\" data-end=\"1806\"><li data-section-id=\"ryk4by\" data-start=\"1629\" data-end=\"1662\">prioritise operational issues<\/li><li data-section-id=\"10slx8s\" data-start=\"1663\" data-end=\"1702\">identify hidden HVAC inefficiencies<\/li><li data-section-id=\"6gya33\" data-start=\"1703\" data-end=\"1736\">improve maintenance workflows<\/li><li data-section-id=\"qqkj75\" data-start=\"1737\" data-end=\"1770\">reduce reactive fault-finding<\/li><li data-section-id=\"1juzy2q\" data-start=\"1771\" data-end=\"1806\">support continuous optimisation<\/li><\/ul><p data-start=\"1808\" data-end=\"1899\">This operational shift is also changing the role analytics platforms play inside buildings.<\/p><p data-start=\"1901\" data-end=\"2037\">Rather than simply reporting performance, modern analytics platforms are increasingly expected to help engineering and facilities teams:<\/p><ul data-start=\"2038\" data-end=\"2175\"><li data-section-id=\"17hefs2\" data-start=\"2038\" data-end=\"2064\">identify faults faster<\/li><li data-section-id=\"1pyhxrl\" data-start=\"2065\" data-end=\"2087\">prioritise actions<\/li><li data-section-id=\"cxf5pd\" data-start=\"2088\" data-end=\"2112\">validate remediation<\/li><li data-section-id=\"1nj8y0o\" data-start=\"2113\" data-end=\"2139\">improve tenant comfort<\/li><li data-section-id=\"ee1hnm\" data-start=\"2140\" data-end=\"2175\">maintain optimisation over time<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b701c55 elementor-widget elementor-widget-image\" data-id=\"b701c55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"682\" height=\"1024\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-682x1024.jpg.webp\" class=\"attachment-large size-large wp-image-4911\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event Claire Callan\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-682x1024.jpg.webp 682w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-200x300.jpg.webp 200w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-768x1153.jpg.webp 768w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-1023x1536.jpg.webp 1023w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-1364x2048.jpg.webp 1364w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-8x12.jpg.webp 8w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003929-copy-scaled.jpg.webp 1705w\" sizes=\"(max-width: 682px) 100vw, 682px\" title=\"Bueno Analytics\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f067641 elementor-widget elementor-widget-heading\" data-id=\"f067641\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Reality of Operational Optimisation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e77f380 elementor-widget elementor-widget-text-editor\" data-id=\"e77f380\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2221\" data-end=\"2332\">A particularly strong theme throughout the discussion was the operational reality behind building optimisation.<\/p><p data-start=\"2334\" data-end=\"2564\">The panel reinforced that analytics tools alone do not automatically create performance improvements. Successful outcomes still depend heavily on engineering engagement, governance, operational processes, and behavioural adoption.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25bfc4b elementor-widget elementor-widget-text-editor\" data-id=\"25bfc4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u201cIt\u2019s not the magic wand. If the engineers are not on board, you\u2019re going to pay licence fees every year and not get anything from it.\u201d<\/strong><br \/>\u2014 Allan Fourie, JLL<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab8ea1f elementor-widget elementor-widget-text-editor\" data-id=\"ab8ea1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2658\" data-end=\"3012\">Allan spoke candidly about the challenge of introducing new technology into operational teams, particularly where engineers may initially see analytics as additional workload or a threat to existing processes. He stressed that successful deployment depends on making tools genuinely useful for day-to-day operations.<\/p><p data-start=\"3014\" data-end=\"3134\">The panel also discussed how operational optimisation can degrade over time if buildings are not continuously monitored.<\/p><p data-start=\"3136\" data-end=\"3371\">Nadine Lawless highlighted an example where reverting systems back to their original commissioned settings resulted in significant energy savings after operational drift had occurred post-handover.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dcc433 elementor-widget elementor-widget-text-editor\" data-id=\"3dcc433\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u201cMaking changes to inefficiencies in your BMS are low cost but high reward. It\u2019s about educating and communicating that to the right people.\u201d<\/strong><br data-start=\"3516\" data-end=\"3519\" \/>\u2014 Nadine Lawless, Avison Young<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-021bc60 elementor-widget elementor-widget-text-editor\" data-id=\"021bc60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This reinforced one of the major themes of the evening &#8211; many buildings already contain operational savings opportunities, but the challenge is often identifying, communicating, and acting on them consistently.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55b95c0 elementor-widget elementor-widget-image\" data-id=\"55b95c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-1024x682.jpg\" class=\"attachment-large size-large wp-image-4912\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event Nadine Lawless\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-1024x682.jpg 1024w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-300x200.jpg 300w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-768x511.jpg 768w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-1536x1023.jpg 1536w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-2048x1364.jpg 2048w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003925-copy-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"Bueno Analytics\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3193a8 elementor-widget elementor-widget-heading\" data-id=\"d3193a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI, FDD &amp; Equipment-Level Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f5a90d e-flex e-con-boxed e-con e-parent\" data-id=\"3f5a90d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e3cef4 elementor-widget elementor-widget-text-editor\" data-id=\"8e3cef4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3804\" data-end=\"3908\">The panel also explored the growing role of AI within building analytics and Data-Driven Maintenance UK.<\/p><p data-start=\"3910\" data-end=\"4028\">Claire Callan noted that while AI capabilities are evolving rapidly, successful AI deployment still relies heavily on:<\/p><ul data-start=\"4029\" data-end=\"4110\"><li data-section-id=\"1301nyt\" data-start=\"4029\" data-end=\"4045\">data quality<\/li><li data-section-id=\"kvnafa\" data-start=\"4046\" data-end=\"4060\">governance<\/li><li data-section-id=\"1jjilfy\" data-start=\"4061\" data-end=\"4088\">operational integration<\/li><li data-section-id=\"safrst\" data-start=\"4089\" data-end=\"4110\">trusted workflows<\/li><\/ul><p data-start=\"4112\" data-end=\"4276\">She also highlighted the growing tension between rapid technology innovation and operational trust inside large organisations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-78cf42f e-flex e-con-boxed e-con e-parent\" data-id=\"78cf42f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a1be60 elementor-widget elementor-widget-text-editor\" data-id=\"2a1be60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>AI is very helpful now on finding signals in noise. Sometimes it also finds noise in noise.\u201d<\/strong><br data-start=\"4373\" data-end=\"4376\" \/>\u2014 Claire Callan, WSP<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06e826a e-flex e-con-boxed e-con e-parent\" data-id=\"06e826a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab8952b elementor-widget elementor-widget-text-editor\" data-id=\"ab8952b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4438\" data-end=\"4522\">The discussion reinforced that the most valuable use cases for AI currently involve:<\/p><ul data-start=\"4523\" data-end=\"4729\"><li data-section-id=\"vq6vxs\" data-start=\"4523\" data-end=\"4560\">identifying hidden inefficiencies<\/li><li data-section-id=\"1yceh7j\" data-start=\"4561\" data-end=\"4596\">surfacing operational anomalies<\/li><li data-section-id=\"60dqcb\" data-start=\"4597\" data-end=\"4625\">improving prioritisation<\/li><li data-section-id=\"1718ir4\" data-start=\"4626\" data-end=\"4659\">reducing manual analysis time<\/li><li data-section-id=\"w6lg43\" data-start=\"4660\" data-end=\"4729\">helping broader operational teams interpret complex building data<\/li><\/ul><p data-start=\"4731\" data-end=\"4908\">Suki Gilliland shared practical examples of how equipment-level analytics and FDD rules can identify issues that would otherwise remain hidden inside normal building operations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ff3d1c elementor-widget elementor-widget-text-editor\" data-id=\"2ff3d1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u201cYou want to be constantly hitting the mark in terms of optimisation.\u201d<\/strong><br data-start=\"4982\" data-end=\"4985\" \/>\u2014 Suki Gilliland, CBRE GWS<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20f0b04 e-flex e-con-boxed e-con e-parent\" data-id=\"20f0b04\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4fb68d5 elementor-widget elementor-widget-text-editor\" data-id=\"4fb68d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5053\" data-end=\"5092\">The panel discussed examples including:<\/p><ul data-start=\"5093\" data-end=\"5279\"><li data-section-id=\"38zm8d\" data-start=\"5093\" data-end=\"5129\">simultaneous heating and cooling<\/li><li data-section-id=\"1r00r63\" data-start=\"5130\" data-end=\"5156\">valves leaking through<\/li><li data-section-id=\"1pll7wn\" data-start=\"5157\" data-end=\"5194\">performance degradation over time<\/li><li data-section-id=\"k2utts\" data-start=\"5195\" data-end=\"5230\">boilers operating unnecessarily<\/li><li data-section-id=\"10y74an\" data-start=\"5231\" data-end=\"5279\">hidden energy wastage inside control systems<\/li><\/ul><p data-start=\"5281\" data-end=\"5479\">Importantly, the discussion reinforced that the real value of Data-Driven Maintenance UK comes not simply from identifying faults, but from embedding analytics into day-to-day operational workflows.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-465de2f elementor-widget elementor-widget-image\" data-id=\"465de2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-1024x682.jpg\" class=\"attachment-large size-large wp-image-4915\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event Suki Gilliland\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-1024x682.jpg 1024w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-300x200.jpg 300w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-768x511.jpg 768w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-1536x1023.jpg 1536w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-2048x1364.jpg 2048w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003921-copy-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"Bueno Analytics\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8dd704 elementor-widget elementor-widget-heading\" data-id=\"c8dd704\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Human Side of Data-Driven Maintenance UK<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62501b3 e-flex e-con-boxed e-con e-parent\" data-id=\"62501b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9a4474 elementor-widget elementor-widget-text-editor\" data-id=\"f9a4474\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5530\" data-end=\"5690\">One of the strongest insights from the session was that successful analytics adoption remains as much about people and operational culture as technology itself.<\/p><p data-start=\"5692\" data-end=\"5739\">The panel repeatedly returned to themes around:<\/p><ul data-start=\"5740\" data-end=\"5842\"><li data-section-id=\"13qqgq\" data-start=\"5740\" data-end=\"5762\">behavioural change<\/li><li data-section-id=\"1b68dkw\" data-start=\"5763\" data-end=\"5788\">operational readiness<\/li><li data-section-id=\"73zscn\" data-start=\"5789\" data-end=\"5806\">collaboration<\/li><li data-section-id=\"864ux4\" data-start=\"5807\" data-end=\"5824\">communication<\/li><li data-section-id=\"ml947z\" data-start=\"5825\" data-end=\"5842\">user adoption<\/li><\/ul><p data-start=\"5844\" data-end=\"6063\">Claire Callan described how many organisations are now investing in structured technology adoption programs to help operational teams integrate analytics into their daily workflows.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-37fff8d e-flex e-con-boxed e-con e-parent\" data-id=\"37fff8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e5b013 elementor-widget elementor-widget-image\" data-id=\"5e5b013\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-1024x682.jpg\" class=\"attachment-large size-large wp-image-4917\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event Claire Callan\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-1024x682.jpg 1024w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-300x200.jpg 300w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-768x511.jpg 768w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-1536x1023.jpg 1536w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-2048x1364.jpg 2048w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003964-copy-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"Bueno Analytics\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c338b92 elementor-widget elementor-widget-text-editor\" data-id=\"c338b92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"6065\" data-end=\"6252\">The conversation also reinforced that Data-Driven Maintenance UK is not simply about adding more data into buildings. Instead, it is about creating operational frameworks that help teams:<\/p><ul data-start=\"6253\" data-end=\"6424\"><li data-section-id=\"kdj0is\" data-start=\"6253\" data-end=\"6285\">interpret information faster<\/li><li data-section-id=\"1rxe4d\" data-start=\"6286\" data-end=\"6315\">reduce investigation time<\/li><li data-section-id=\"et8c2h\" data-start=\"6316\" data-end=\"6349\">prioritise high-value actions<\/li><li data-section-id=\"1exdvsx\" data-start=\"6350\" data-end=\"6388\">maintain optimisation continuously<\/li><li data-section-id=\"1wux2dg\" data-start=\"6389\" data-end=\"6424\">improve operational consistency<\/li><\/ul><p data-start=\"6426\" data-end=\"6583\">This shift is becoming increasingly important as labour constraints, engineering shortages, and growing building complexity continue affecting the UK market.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fd5322 elementor-widget elementor-widget-heading\" data-id=\"2fd5322\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">From Monitoring to Operational Intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-130ca36 e-flex e-con-boxed e-con e-parent\" data-id=\"130ca36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf2eb81 elementor-widget elementor-widget-text-editor\" data-id=\"bf2eb81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"6633\" data-end=\"6730\">As the panel concluded, a clear message emerged:<br \/>the future of building analytics is operational.<\/p><p data-start=\"6732\" data-end=\"6886\">Commercial real estate is steadily moving beyond static dashboards and annual reporting toward continuous operational performance management supported by:<\/p><ul data-start=\"6887\" data-end=\"7037\"><li data-section-id=\"171ir5a\" data-start=\"6887\" data-end=\"6894\">FDD<\/li><li data-section-id=\"1k5qms9\" data-start=\"6895\" data-end=\"6918\">AI-driven analytics<\/li><li data-section-id=\"18uqcok\" data-start=\"6919\" data-end=\"6949\">Data-Driven Maintenance UK<\/li><li data-section-id=\"5kh07l\" data-start=\"6950\" data-end=\"6982\">equipment-level optimisation<\/li><li data-section-id=\"5rn6sw\" data-start=\"6983\" data-end=\"7008\">operational workflows<\/li><li data-section-id=\"1nf96g8\" data-start=\"7009\" data-end=\"7037\">continuous commissioning<\/li><\/ul><p data-start=\"7039\" data-end=\"7273\">The session provided attendees with a practical look at how building analytics is evolving from a monitoring tool into an operational intelligence layer supporting engineering teams, ESG objectives, and long-term building performance.<\/p><p data-start=\"7275\" data-end=\"7505\">The discussion also reinforced that while AI and analytics are becoming increasingly powerful, long-term success still depends on combining technology with operational engagement, governance, and continuous optimisation practices.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a28c76b elementor-widget elementor-widget-heading\" data-id=\"a28c76b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Risk of Immature AI Platforms<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b82cd9e e-flex e-con-boxed e-con e-parent\" data-id=\"b82cd9e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c630712 elementor-widget elementor-widget-text-editor\" data-id=\"c630712\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"355\" data-end=\"514\">One of the most candid moments of the session came during the closing discussion around the rapid growth of AI startups entering the building analytics market.<\/p><p data-start=\"516\" data-end=\"831\">The panel acknowledged that while AI and operational analytics are now delivering genuine value across commercial real estate, the market is also becoming crowded with newer platforms making broad optimisation claims without the operational maturity or historical data foundations required to support them reliably.<\/p><p data-start=\"833\" data-end=\"1125\">Allan Fourie highlighted concerns around the number of emerging AI optimisation companies currently entering the European market, warning that immature platforms with limited operational history can create significant risks for clients if solutions fail to deliver expected outcomes at scale.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01290a6 elementor-widget elementor-widget-image\" data-id=\"01290a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"1024\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-682x1024.jpg.webp\" class=\"attachment-large size-large wp-image-4909\" alt=\"Data-Driven Maintenance UK panel discussion at Bueno Analytics London event Allan Fourie\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-682x1024.jpg.webp 682w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-200x300.jpg.webp 200w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-768x1153.jpg.webp 768w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-1023x1536.jpg.webp 1023w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-1364x2048.jpg.webp 1364w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-8x12.jpg.webp 8w, https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/05\/P1003935-copy-scaled.jpg.webp 1705w\" sizes=\"(max-width: 682px) 100vw, 682px\" title=\"Bueno Analytics\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27977ee e-flex e-con-boxed e-con e-parent\" data-id=\"27977ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-272c043 elementor-widget elementor-widget-text-editor\" data-id=\"272c043\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1204\" data-end=\"1287\">The discussion reinforced that successful AI-driven optimisation relies heavily on:<\/p><ul data-start=\"1288\" data-end=\"1421\"><li data-section-id=\"wszzlk\" data-start=\"1288\" data-end=\"1322\">long-term operational datasets<\/li><li data-section-id=\"10qrdbz\" data-start=\"1323\" data-end=\"1357\">mature machine learning models<\/li><li data-section-id=\"1ea8dkp\" data-start=\"1358\" data-end=\"1378\">domain expertise<\/li><li data-section-id=\"1egzf5j\" data-start=\"1379\" data-end=\"1394\">scalability<\/li><li data-section-id=\"1q8mzff\" data-start=\"1395\" data-end=\"1421\">operational validation<\/li><\/ul><p data-start=\"1423\" data-end=\"1503\">rather than simply layering AI interfaces over limited historical building data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b3c2d3 elementor-widget elementor-widget-text-editor\" data-id=\"2b3c2d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u201cFirst question always is, how old is your data?\u201d<\/strong><br data-start=\"1178\" data-end=\"1181\" \/>\u2014 Allan Fourie, JLL<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e27a007 elementor-widget elementor-widget-text-editor\" data-id=\"e27a007\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1505\" data-end=\"1688\">Allan also stressed the importance of understanding whether platforms have been proven at scale inside real operational environments, particularly across large and complex portfolios.<\/p><p data-start=\"1690\" data-end=\"1908\">The panel discussed how poorly implemented analytics projects can create long-term hesitation within organisations, slowing broader adoption of operational analytics and reducing trust in future technology deployments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ac97cc elementor-widget elementor-widget-heading\" data-id=\"4ac97cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key Takeaways<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ded37d5 e-flex e-con-boxed e-con e-parent\" data-id=\"ded37d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66484e5 elementor-widget elementor-widget-text-editor\" data-id=\"66484e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-691a7488-bfb8-8323-a204-ddd0736dcb0d-7\" data-is-intersecting=\"true\"><div class=\"relative w-full overflow-visible\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-691a7488-bfb8-8323-a204-ddd0736dcb0d-7\" data-turn-id-container=\"request-691a7488-bfb8-8323-a204-ddd0736dcb0d-7\" data-testid=\"conversation-turn-371\" data-scroll-anchor=\"false\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"8c7e3f63-6756-4472-9916-31472e064733\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><p data-start=\"0\" data-end=\"205\" data-is-last-node=\"\" data-is-only-node=\"\">Hugh Amoyal reinforced that building analytics requires deep engineering and operational knowledge, not simply software development capability.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b0b73b elementor-widget elementor-widget-text-editor\" data-id=\"6b0b73b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u201cThis stuff requires domain expertise.\u201d<\/strong><br data-start=\"2096\" data-end=\"2099\" \/>\u2014 Hugh Amoyal, Bueno Analytics<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87fce39 elementor-widget elementor-widget-text-editor\" data-id=\"87fce39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2133\" data-end=\"2362\">The session concluded with a broader industry message:<br \/>as AI adoption accelerates across commercial real estate, building owners and operational teams are increasingly looking beyond marketing claims and focusing more heavily on:<\/p><ul data-start=\"2363\" data-end=\"2485\"><li data-section-id=\"1bbjo96\" data-start=\"2363\" data-end=\"2390\">operational credibility<\/li><li data-section-id=\"h7t7z5\" data-start=\"2391\" data-end=\"2417\">engineering capability<\/li><li data-section-id=\"1162co3\" data-start=\"2418\" data-end=\"2435\">data maturity<\/li><li data-section-id=\"1yv8see\" data-start=\"2436\" data-end=\"2459\">measurable outcomes<\/li><li data-section-id=\"1thzuri\" data-start=\"2460\" data-end=\"2485\">long-term scalability<\/li><\/ul><p data-start=\"2487\" data-end=\"2716\" data-is-last-node=\"\" data-is-only-node=\"\">This closing discussion became one of the strongest themes of the evening, reinforcing that the future of operational AI in buildings will depend not only on innovation, but on proven operational performance and trusted delivery.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47d2cff elementor-widget elementor-widget-image\" data-id=\"47d2cff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-1024x682.jpg\" class=\"attachment-large size-large wp-image-4910\" alt=\"Bueno Analytics London event May 7 2026 at 40 Leadenhall\" srcset=\"https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-1024x682.jpg 1024w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-300x200.jpg 300w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-768x511.jpg 768w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-1536x1023.jpg 1536w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-2048x1364.jpg 2048w, https:\/\/buenoanalytics.com\/wp-content\/uploads\/2026\/05\/P1003999-copy-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"Bueno Analytics\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2f262a elementor-widget elementor-widget-text-editor\" data-id=\"d2f262a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>If you would like to discuss how Data-Driven Maintenance UK, FDD, and operational analytics can help improve building performance and reduce maintenance workload across your portfolio, contact Bueno Analytics for more information.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63ff177 elementor-widget elementor-widget-button\" data-id=\"63ff177\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/buenoanalytics.com\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact Bueno<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51df20c e-flex e-con-boxed e-con e-parent\" data-id=\"51df20c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f2a32e8 e-con-full e-flex e-con e-child\" data-id=\"f2a32e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc7a854 elementor-widget elementor-widget-text-editor\" data-id=\"dc7a854\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6>Speakers:<\/h6>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb08a92 e-con-full e-flex e-con e-child\" data-id=\"eb08a92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5060a39 e-con-full e-flex e-con e-child\" data-id=\"5060a39\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7867f1 eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"f7867f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-f7867f1\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/03\/Claire-Callan.jpeg.webp\" alt=\"Claire Callan - Bueno Analytics Speaker London\" title=\"Bueno Analytics\" loading=\"lazy\">\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Claire Callan<\/h2><h3 class=\"eael-team-member-position\">WSP - Smart Places Technical Director<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/claire-callan\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f3428c e-con-full e-flex e-con e-child\" data-id=\"6f3428c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eab8a6a eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"eab8a6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-eab8a6a\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/03\/Nadine-Lawless.jpeg.webp\" alt=\"Nadine Lawless - Bueno Analytics Speaker London\" title=\"Bueno Analytics\" loading=\"lazy\">\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Nadine Lawless<\/h2><h3 class=\"eael-team-member-position\">Avison Young - Associate Director - Sustainability Manager<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/nadine-lawless-mrics-609ab416b\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a446380 e-con-full e-flex e-con e-child\" data-id=\"a446380\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ed6adc eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"8ed6adc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-8ed6adc\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/03\/Allan-Fourie.jpeg.webp\" alt=\"Allan Fourie - Bueno Analytics Speaker London\" title=\"Bueno Analytics\" loading=\"lazy\">\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Allan Fourie<\/h2><h3 class=\"eael-team-member-position\">JLL - Technology Lead \u2013 Property Management<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/allan-fourie-709195a5\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bc2430 e-con-full e-flex e-con e-child\" data-id=\"6bc2430\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-32d1393 eael-team-align-eael-team-align-default elementor-widget elementor-widget-eael-team-member\" data-id=\"32d1393\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\t<div id=\"eael-team-member-32d1393\" class=\"eael-team-item eael-team-members-simple \">\n\t\t<div class=\"eael-team-item-inner\">\n\t\t\t<div class=\"eael-team-image\">\n\t\t\t\t<figure>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/buenoanalytics.com\/wp-content\/smush-webp\/2026\/03\/SUKI-Gilland.jpeg.webp\" alt=\"SUKI Gilland - Bueno Analytics Speaker London\" title=\"Bueno Analytics\" loading=\"lazy\">\n\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"eael-team-content\">\n\t\t\t\t<h2 class=\"eael-team-member-name\">Suki Gilliland<\/h2><h3 class=\"eael-team-member-position\">CBRE GWS - Energy and Sustainability Manager<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"eael-team-member-social-profiles\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"eael-team-member-social-link\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/suki-gilliland-2b767515\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<p class=\"eael-team-text\"><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Industry leaders from JLL, Avison Young, CBRE GWS, and WSP discuss how Data-Driven Maintenance UK is transforming operational building performance.<\/p>","protected":false},"featured_media":4887,"template":"","segment":[121],"class_list":["post-4900","video","type-video","status-publish","has-post-thumbnail","hentry","segment-commercial"],"_links":{"self":[{"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/video\/4900"}],"collection":[{"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/video"}],"about":[{"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/types\/video"}],"version-history":[{"count":0,"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/video\/4900\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/media\/4887"}],"wp:attachment":[{"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/media?parent=4900"}],"wp:term":[{"taxonomy":"segment","embeddable":true,"href":"https:\/\/buenoanalytics.com\/uk\/wp-json\/wp\/v2\/segment?post=4900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}