What we learn in the field

Supply chain October 27, 2026 Impact analysis: when a plant burns, know in seconds what is affected Supply chain impact analysis: by traversing your data graph, identify in seconds the products threatened by a plant shutdown and the sites able to take over. Read the article → Artificial intelligence October 14, 2026 When the model becomes the ceiling: from 87% to 98% correct answers Four months of work on the ontology, the semantic layer and the agentic harness took us to 87% correct answers on a major carmaker's bill of materials. By changing only the model, we reached 98%, three times faster. Read the article → Procurement October 14, 2026 Consolidation out of reach: how a fragmented BoM strips away your negotiating leverage A BoM split across PLM, ERP and contracts hides the volumes you could pool. How a knowledge graph makes spend consolidation possible. Read the article → Partnership October 7, 2026 Graphicient Announces Technology Partnership with Neo4j to Bring Trusted, Explainable AI to Industrial Environments Graphicient’s Industrial Knowledge & Compliance Engine, built on Neo4j, helps aerospace, automotive, energy and manufacturing organizations structure engineering knowledge, govern AI systems and prepare for growing regulatory requirements. Read the article → Ontology October 5, 2026 Ontology: why start with meaning before data The data already exists; what's missing is agreement on what it means. Five reasons to start with an ontology. Read the article → Knowledge graph October 1, 2026 Context inheritance: never copy millions of records again Create variants of a context without duplicating the parent's data, and keep a single source of truth. Read the article → Ontology August 18, 2026 Governing an ontology at Graphicient Building and evolving an ontology sustainably, without ever losing control. Read the article → Artificial Intelligence August 28, 2026 Graphicient: trustworthy AI that doesn't monitor your employees How Graphicient gives companies the means to configure guardrails against individual employee profiling. Read the article → BoM August 3, 2026 Multi-plant management: why your KPIs aren't comparable A real experience at a manufacturer — and why it isn't a reporting problem. Read the article → Knowledge graph July 21, 2026 Augmented ontology: the shared language between your data, your teams and your AI Your data is full of answers. The problem isn't its volume, it's the lack of a shared language. Read the article → BoM July 17, 2026 Industrial digital twin: blind without a reliable BoM The digital twin is billed as the holy grail of Industry 4.0. Without a reliable BOM, it sees nothing. Read the article → Artificial intelligence July 2, 2026 GDPR, sovereign hosting: what compliance for industrial AI? What a CISO or legal lead actually checks before approving an AI tool. Read the article → Data governance Business teams need to take back control of their data — the knowledge graph is the key Data belongs to those who understand it. Read the article → Knowledge graph Product knowledge graph: structuring semantics where SQL falls short Your product catalog probably looks like a list of columns. Read the article →