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"<p><span>Andrea Volpini is an <span id="urn:enhancement-2494837d-959e-4c4f-bc63-90ba80b5f699" class="textannotation disambiguated wl-thing wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/entrepreneurship">entrepreneur</span>, researcher, and systems architect with 25+ years of experience in <strong>semantic web engineering, <span id="urn:enhancement-c7291fc7-85ae-4da8-a8ae-44d54a91b8ab" class="textannotation disambiguated wl-thing wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/search_engine_optimization">SEO</span>, <span id="urn:local-text-annotation-k1d06nits1fnko3h16oieehzob09i8zj" class="textannotation disambiguated wl-thing" itemid="http://data.wordlift.io/wl0216/entity/artificial_intelligence">artificial intelligence</span></strong>, online strategy, and web publishing. As <span id="urn:enhancement-df6c783d-2541-4074-8bcd-402b448fdd53" class="textannotation disambiguated wl-thing wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/entrepreneurship">Co-founder</span> and <strong>CEO of <span id="urn:local-text-annotation-95eotq16rlm9dptt3jwvmi3ihd5ra2hn" class="textannotation disambiguated wl-organization" itemid="http://data.wordlift.io/wl0216/entity/wordlift">WordLift</span></strong>, Andrea leads an AI platform processing millions of structured entity transformations and graph-backed context payloads daily for global e-commerce, digital publishing, and enterprise accounts. He is also the <span id="urn:enhancement-539d8d43-a271-4a77-9008-f6d14d1671bb" class="textannotation disambiguated wl-thing wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/entrepreneurship">co-founder</span> of Insideout10 and <a href="https://redlink.co/">RedLink GmbH</a> (a commercial spin-off focused on semantic content enrichment, natural language processing, and information extraction). </span></p>
<p><span>Pioneering the intersection of symbolic AI and modern language models, Andrea is a leading architect of <a href="https://wordlift.io/blog/en/ontologies-for-the-agentic-web/"><strong>Agent-Oriented Ontology Engineering (AOOE)</strong></a>: an operational discipline that implements structured semantic, episodic, and procedural memory to eliminate state drift, execution failure, and hallucination in multi-agent fleets. His current research focuses on <strong>Sovereign AI and <span id="urn:enhancement-48d7395e-5806-41c3-aee0-94d014056a4b" class="textannotation disambiguated wl-creative-work" itemid="http://data.wordlift.io/wl0216/entity/ontologies">Ontology</span>-Guided Model Alignment</strong>, demonstrating how enterprise <span id="urn:enhancement-47ce8cc7-5fe3-40ed-a82f-5c882a6d4f68" class="textannotation disambiguated wl-creative-work" itemid="http://data.wordlift.io/wl0216/entity/ontologies">ontologies</span> act as deterministic reward judges (via techniques like GRPO) to train local open-weights models (4B–8B parameters) that outperform closed frontier LLMs on complex structural logic while ensuring compliance under EU AI Act and DORA mandates. </span></p>
<p><span>Andrea is both author and researcher and has contributed to industry publications including the <a href="https://almanac.httparchive.org/en/2024/structured-data">Web Almanac</a> by HTTP Archive, co-authored peer-reviewed research on multi-hop agentic memory (<a href="https://arxiv.org/abs/2603.10700">arXiv:2603.10700</a> and <a href="https://arxiv.org/abs/2604.17056">arXiv:2604.17056</a>). He has demonstrated in 2025 how an OWL <span id="urn:enhancement-78c8af85-09a7-42a9-acf9-fd7800c07172" class="textannotation disambiguated wl-creative-work" itemid="http://data.wordlift.io/wl0216/entity/ontologies">ontology</span> used as a deterministic GRPO (Group Relative Policy Optimization) reward judge trains local small language models to navigate multi-hop domain logic. </span></p>
<h5 data-path-to-node="0"><b data-path-to-node="0" data-index-in-node="0">Keynotes & Technical Sessions</b></h5>
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<p data-path-to-node="1,0,0"><b data-path-to-node="1,0,0" data-index-in-node="0"><span id="urn:enhancement-cfcb8978-845b-4c5e-94fd-67db157307b5" class="textannotation disambiguated wl-event wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/knowledge_graph_conference">The Knowledge Graph Conference</span> (KGC):</b> <i data-path-to-node="1,0,0" data-index-in-node="38">Teaching AI to Think Like Writers: <span id="urn:enhancement-3bc14fa1-442d-4fdc-b247-9b6f23c85d75" class="textannotation disambiguated wl-creative-work" itemid="http://data.wordlift.io/wl0216/entity/ontologies">Ontology</span>-Based Reinforcement Learning</i> (with Beatrice Gamba); <i data-path-to-node="1,0,0" data-index-in-node="135">Enhancing <span id="urn:enhancement-bd4d3af3-dce8-43ee-a661-6c5f6fe91c00" class="textannotation disambiguated wl-thing wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/llm-25790">LLM</span> Generative Capabilities through Knowledge Graph Integration</i>; <i data-path-to-node="1,0,0" data-index-in-node="210">Content Knowledge Graphs</i>.</p>
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<p data-path-to-node="1,1,0"><b data-path-to-node="1,1,0" data-index-in-node="0">AI Festival:</b> <i data-path-to-node="1,1,0" data-index-in-node="13">Using Memory with AI Systems</i> (Agent memory architectures).</p>
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<p data-path-to-node="1,2,0"><b data-path-to-node="1,2,0" data-index-in-node="0"><span id="urn:enhancement-4d8fac3a-ac52-4ba0-a743-ed601978f870" class="textannotation disambiguated wl-organization wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/gs1">GS1</span> Global Forum:</b> <i data-path-to-node="1,2,0" data-index-in-node="18"><span id="urn:enhancement-161571d9-3c91-4700-b6a9-ab046d26a927" class="textannotation disambiguated wl-organization wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/gs1">GS1</span> Digital Link & Product Knowledge Graphs</i> (Supply chain data standardization).</p>
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<p data-path-to-node="1,2,0"><b data-path-to-node="1,2,0" data-index-in-node="0">SEO Week:</b> <i>Unpacking why connected graph form the competitive advantage for AI-ready brands</i>.</p>
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<h5 data-path-to-node="2"><b data-path-to-node="2" data-index-in-node="0">Executive & Global Summits</b></h5>
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<p data-path-to-node="3,0,0"><b data-path-to-node="3,0,0" data-index-in-node="0">Connected Data World / <span id="urn:enhancement-5d945c22-7085-4485-877f-1444c20cb18b" class="textannotation disambiguated wl-event wl-no-link" itemid="http://data.wordlift.io/wl0216/entity/connected_data_london">Connected Data London</span>:</b> Enterprise semantic layers, graph AI, and runtime enforcement.</p>
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<p data-path-to-node="3,1,0"><b data-path-to-node="3,1,0" data-index-in-node="0">SXSW Interactive & TNW Conference:</b> Machine-readable web infrastructures, structured entity data, and scaling enterprise context.</p>
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<p data-path-to-node="3,2,0"><b data-path-to-node="3,2,0" data-index-in-node="0">G50 Summit:</b> Digital marketing industry's most exclusive invitation-only think tank (Stanglwirt, Austria), sharing advanced research on AI search, knowledge graphs, and machine-readable data structures.</p>
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<p data-path-to-node="3,3,0"><b data-path-to-node="3,3,0" data-index-in-node="0">BrightonSEO & SMXL Milan:</b> Entity-based AI search infrastructure, automated schema markup, and named-entity recognition (NER).</p>
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