{"id":9048,"date":"2026-01-26T22:37:41","date_gmt":"2026-01-26T21:37:41","guid":{"rendered":"https:\/\/www.axis.si\/?p=9048"},"modified":"2026-03-09T15:45:09","modified_gmt":"2026-03-09T14:45:09","slug":"new-construction-ai-agents-for-cost-planning-tendering-and-project-management","status":"publish","type":"post","link":"https:\/\/www.axis.si\/en\/new-construction-ai-agents-for-cost-planning-tendering-and-project-management\/","title":{"rendered":"NEW! Construction AI Agents for Cost Planning, Tendering and Project Management"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_single_image image=&#8221;9082&#8243; img_size=&#8221;full&#8221; add_caption=&#8221;yes&#8221; alignment=&#8221;center&#8221; css=&#8221;.vc_custom_1773065308194{border-bottom-width: 60px !important;}&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<h2>NEW! Construction AI Agents for Cost Planning, Tendering and Project Management<\/h2>\n<h4><b><span data-contrast=\"auto\">At AXIS, we are developing advanced construction-specific AI agents designed to support quantity surveyors, cost engineers,\u00a0estimators\u00a0and project managers throughout the full project lifecycle.<\/span><\/b><span data-contrast=\"auto\">\u00a0<\/span><b><span data-contrast=\"none\">The solution is built on an extensive proprietary data environment <a href=\"https:\/\/www.axis.si\/en\/products\/\">XPERT<\/a> and <a href=\"https:\/\/www.axis.si\/en\/knowledge-base\/\">XBASE<\/a>, integrated with Azure OpenAI, Azure AI Search and n8n workflow orchestration.<\/span><\/b><\/h4>\n<p>[\/vc_column_text][vc_separator css=&#8221;&#8221;][vc_column_text css=&#8221;&#8221;]<span class=\"TextRun SCXW195867631 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW195867631 BCX0\" data-ccp-charstyle=\"Strong\">Author: <strong>Ivan\u00a0<\/strong><\/span><strong><span class=\"NormalTextRun SCXW195867631 BCX0\" data-ccp-charstyle=\"Strong\">Rus<\/span><\/strong><span class=\"NormalTextRun SCXW195867631 BCX0\" data-ccp-charstyle=\"Strong\">, BSc Civil Engineer<\/span><\/span><span class=\"EOP SCXW195867631 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<span data-contrast=\"auto\">This development directly supports the EU digitalisation agenda in the construction sector, contributing to increased productivity, higher data quality and improved decision-making across planning and delivery phases.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Intelligent Support for Cost Planning and Tender Preparation<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">The result is an intelligent, data-driven system that continuously learns from the structured\u00a0XBASE\u00a0knowledge base and from real construction projects managed within the\u00a0XPERT\u00a0platform. At its current level of maturity, the system already enables:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"auto\">automated generation of bill-of-quantities (BoQ) item descriptions aligned with standard construction practice,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">technical\u00a0enhancement and validation of existing\u00a0BoQ\u00a0descriptions, including transparent justification of all proposed modifications,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">detection of missing technical parameters and identification of inconsistent or non-logical quantities and values,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">generation of technological breakdowns and method-related sub-items,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">proposal of normative values\u00a0<\/span><span data-contrast=\"none\">(labour,\u00a0material\u00a0and equipment norms)<\/span><span data-contrast=\"auto\">\u00a0and\u00a0preparation of detailed unit rate analyses and cost calculations,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">intelligent\u00a0selection of materials, labour and equipment from a standardised resource and coding system.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">These capabilities provide direct support for early-stage cost planning, detailed design estimates, and tender documentation, significantly reducing manual effort while improving consistency and auditability.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Multi-Agent Architecture for Quality and Compliance<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">The system is based on a multi-agent architecture (A1 \u2192 A2 \u2192 A3),\u00a0in which each AI agent performs a clearly defined function. Individual agents\u00a0are responsible for\u00a0contextual interpretation of input data, development of construction methods and cost structures, and independent verification of technical correctness,\u00a0compliance\u00a0and output quality.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This layered approach reflects best practice in professional cost management and ensures that outputs meet the reliability standards\u00a0required\u00a0in public procurement and regulated construction environments.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Reliable AI\u00a0Through\u00a0Trusted Data and Traceability<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">By leveraging Azure AI Search, the system enables fast, robust and fully traceable access to large volumes of structured and semi-structured data. This approach eliminates speculative responses and prevents so-called \u201cAI hallucinations\u201d, which is essential for the safe application of artificial intelligence in cost-critical and contract-sensitive construction processes.\u00a0<\/span><span data-contrast=\"auto\">The solution aligns with EU principles for trustworthy AI, emphasising transparency,\u00a0traceability\u00a0and accountability in automated decision-support systems.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><span data-contrast=\"none\">The core objective of the development is to significantly accelerate cost planning and tender preparation workflows and reduce the risk of human error. <\/span><span data-contrast=\"none\">At the same time, it enables a level of standardisation and consistency previously achievable only through experienced multidisciplinary teams and substantial time investment.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Roadmap and Integration<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">During 2026, the developed AI agents will be progressively integrated into the\u00a0<strong><a href=\"https:\/\/www.axis.si\/en\/products\/#xpert\">XPERT<\/a>\u00a0<\/strong>and\u00a0<a href=\"https:\/\/www.axis.si\/en\/products\/#xpert\"><strong>XPERTopen<\/strong>\u00a0<\/a>platforms. Users will\u00a0benefit\u00a0from advanced decision-support tools in daily operational work, as well as a strategic advantage in competitive tendering, project cost\u00a0control\u00a0and overall project delivery.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>At AXIS, we are developing advanced construction-specific AI agents designed to support quantity surveyors, cost engineers,\u00a0estimators\u00a0and project managers throughout the full project lifecycle.\u00a0The solution is built on an extensive proprietary data environment\u202fXPERT\u00a0and\u00a0XBASE, integrated with Azure\u00a0OpenAI, Azure AI Search and n8n workflow orchestration. &#8230; <a class=\"cz_readmore\" href=\"https:\/\/www.axis.si\/en\/new-construction-ai-agents-for-cost-planning-tendering-and-project-management\/\"><i class=\"fa czico-188-arrows-2\" aria-hidden=\"true\"><\/i><span>Preberi ve\u010d<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":8903,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[148,155,194,154,226,195,187,169,149,167],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NEW! 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