{"id":247202,"date":"2026-04-01T11:02:51","date_gmt":"2026-04-01T09:02:51","guid":{"rendered":"https:\/\/graphwise.ai\/?post_type=success-story&p=247202"},"modified":"2026-04-01T11:29:58","modified_gmt":"2026-04-01T09:29:58","slug":"managing-product-conformity-at-scale-with-semantic-knowledge-graph","status":"publish","type":"success-story","link":"https:\/\/gws-sso-test.graphwise.ai\/de\/success-story\/managing-product-conformity-at-scale-with-semantic-knowledge-graph\/","title":{"rendered":"Managing Product Conformity at Scale with Semantic Knowledge Graph"},"content":{"rendered":"\n

The Challenge<\/h2>\n\n\n\n

Sika’s Global Product Conformity team is responsible for assessing the conformity of every product the company places on the market against all applicable binding obligations \u2014 regulatory, statutory, contractual, or voluntary. In principle, the process is straightforward: identify the rules, gather the evidence, issue a declaration. In practice, it has become one of the company’s most complex operational challenges.<\/p>\n\n\n\n

The core difficulty is how to scale combined with regulatory fragmentation. Active in more than 100 countries and multiple verticals, Sika must navigate sector-specific regulations that differ by application type, geography and use context<\/strong>. The same product placed in two locations can fall under entirely different regulatory frameworks depending on the specific infrastructure, end use, or national jurisdiction involved.<\/p>\n\n\n\n

This has intensified with the addition of horizontal EU regulations<\/strong> such as the Design for Sustainable Products Regulation (ESPR) and the Construction Product Regulation (CPR). It layers new obligations on top of all existing sector-specific requirements and mandates digital declaration via a Digital Product Passport. The result is a product of regulatory requirements that grows exponentially as products, regions, and verticals multiply. All of which made the manual, fragmented approach unsustainable.<\/p>\n\n\n\n

The Solution<\/h2>\n\n\n\n

To address the complexity at its root, Sika’s Digital Product Conformity team has built a semantic knowledge graph<\/strong><\/a> infrastructure.<\/strong> It consolidates, connects and makes queryable the regulatory and product knowledge scattered across the company.<\/p>\n\n\n\n

The approach begins with a semantic representation of regulatory requirements<\/strong> \u2014 using taxonomies<\/a> and controlled vocabularies to capture obligations at the precision needed for assessment. These models are connected through ontologies<\/a> that map internal processes and data sources, providing a semantic layer<\/a> that bridges siloed systems without requiring their modification. Rather than enforcing data quality changes at source, the team has implemented a harmonized <\/strong>metadata<\/strong><\/a> layer<\/strong> distributed across existing sources. This allows the company to apply governance and semantic consistency centrally while leaving operational systems intact.<\/p>\n\n\n\n

The result is a virtualized knowledge graph<\/strong> that supports conformity assessment across thousands of products. This provides a connected view of regulatory requirements, internal evidence, and product data. Every declaration issued carries legal weight and the system is designed to ensure all aspects are checked in a verifiable, traceable way.<\/p>\n\n\n\n

The Impact<\/h2>\n\n\n\n

\u201cThe most important feature for me is the knowledge consolidation, because that’s just by the history and nature of the company has grown over time. It’s the biggest pain for me.<\/em>\u201d<\/em><\/em><\/p>Thierry Berset, Head of Global Product Conformity At Sika<\/em><\/strong><\/em><\/cite><\/blockquote><\/figure>\n\n\n\n

Sika is at an early but critical stage of building the semantic infrastructure needed to manage product conformity at scale. The knowledge graph approach is already delivering a key benefit<\/strong>: consolidating regulatory knowledge and internal evidence into a single connected layer. This helps reduce the fragmentation that has historically made assessment slow and resource-intensive.The harmonized metadata layer \u2014 applied across existing systems without operational disruption \u2014 provides a governance model that scales across hundreds of business teams<\/strong>. As the semantic base matures, it will support Sika’s broader conformity roadmap<\/strong>: Construction product regulation  obligations under EU regulatory framework and automated assessment checks that progressively reduce manual workload.<\/p>\n","protected":false},"excerpt":{"rendered":"Sika uses Graphwise Data Management Suite to manage product conformity assessment across hundreds product lines & multiple regulatory verticals.","protected":false},"featured_media":247310,"template":"","persona":[],"resource-category":[],"use-case":[348],"industry":[363],"solution":[],"offer":[298],"products":[357],"class_list":["post-247202","success-story","type-success-story","status-publish","has-post-thumbnail","hentry","use-case-compliance-intelligence","industry-manufacturing-engineering","offer-graph-ai-suite","products-graphwise-data-management-suite"],"acf":[],"yoast_head":"\nHealthdirect Australia: From Silos to Smarter Search and Self-service Tools<\/title>\n<meta name=\"description\" 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In this way, it has replaced fragmented, manual processes with a scalable, harmonized data infrastructure.<\/span>"},"company-name":{"type":"textfield","raw":"Healthdirect Australia"},"the-client":{"type":"textfield","raw":"The Client"},"client":{"type":"wysiwyg","raw":"<span style=\"font-weight: 400;\">A global specialty chemicals company developing products for sealing, bonding, damping, reinforcing, and other performance-critical applications in construction, infrastructure, and industrial sectors.\u00a0<\/span>"},"the-challenge":{"type":"textfield","raw":"The Challenge"},"challenge-description":{"type":"wysiwyg","raw":"<span style=\"font-weight: 400;\">Sika's conformity assessment process spans <\/span><b>multiple regulatory verticals<\/b><span style=\"font-weight: 400;\"> \u2014 construction, automotive, infrastructure \u2014 each with distinct and evolving rules, resulting in fragmented manual processes.\u00a0\u00a0<\/span>"},"the-solution":{"type":"textfield","raw":"The Solution"},"solution-description":{"type":"wysiwyg","raw":"<p>Sika has built a <\/span><b>semantic knowledge graph<\/b><span style=\"font-weight: 400;\"> on ontologies and controlled vocabularies to map regulatory requirements, internal processes, and product data in a unified, scalable layer. A <\/span><b>harmonized metadata layer<\/b><span style=\"font-weight: 400;\"> distributed across existing data silos enables governance and interoperability without disrupting the day-to-day operations of hundreds of business teams."},"technical-capabilities-title":{"type":"textfield","raw":"Technical capabilities"},"business-outcomes-title":{"type":"textfield","raw":"Business outcomes"},"similar-challenge":{"type":"textfield","raw":"Facing Similar Challenges?"},"challenges-description":{"type":"wysiwyg","raw":"<p>Struggling to manage product conformity assessment across dozens of regulatory frameworks, markets, and verticals while keeping up with new horizontal mandates?<\/p>\r\n\r\n<p>Whether you are a global manufacturer, specialty chemicals company, or construction products supplier, Graphwise can help you:<\/p>"},"form":{"type":"wysiwyg","raw":"[hubspot type=\"form\" portal=\"5619976\" id=\"fc8e8519-c2b6-4ccd-8f9e-62f55f1bab1d\"]"}},"form-resource":{"resource-name":{"type":"textfield","raw":"Success Story: Turning a Legacy Thesaurus into a Strategic Knowledge Asset"},"link-to-the-document":{"type":"file","raw":"","attachment_id":null},"name-of-the-document":{"type":"textfield","raw":""},"webinar-id":{"type":"textfield","raw":""}}},"_links":{"self":[{"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/success-story\/247202","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/success-story"}],"about":[{"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/types\/success-story"}],"version-history":[{"count":3,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/success-story\/247202\/revisions"}],"predecessor-version":[{"id":247637,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/success-story\/247202\/revisions\/247637"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/media\/247310"}],"wp:attachment":[{"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/media?parent=247202"}],"wp:term":[{"taxonomy":"persona","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/persona?post=247202"},{"taxonomy":"resource-category","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/resource-category?post=247202"},{"taxonomy":"use-case","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/use-case?post=247202"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/industry?post=247202"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/solution?post=247202"},{"taxonomy":"offer","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/offer?post=247202"},{"taxonomy":"products","embeddable":true,"href":"https:\/\/gws-sso-test.graphwise.ai\/de\/wp-json\/wp\/v2\/products?post=247202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}