meshmakers GmbH

Enterprise data is everywhere: in ERP systems, relational databases, data warehouses, legacy applications, file systems, IoT feeds. The problem is not a lack of data — it is that this data exists in separate silos, with different structures, incompatible semantics, and no connections between them. In this fragmented ecosystem, building artificial intelligence applications that can reason across an organisation's entire information assets is practically impossible without massive integration and cleansing work. Meshmakers has developed OctoMesh, a platform that transforms this chaotic landscape into an intelligent data architecture — a data mesh — in which information is structured, connected, and made immediately usable by AI systems. The logic is one of making enterprise data AI-ready, without requiring costly migrations or complete rewrites of existing systems. OctoMesh works with what is already there, organising it so that AI applications can navigate and query it as if it were a single coherent knowledge graph. The target customers are companies with complex, distributed information assets that want to enable enterprise AI applications without first resolving years of technical debt in data integration. The B2B model is built around tailored solutions. At a moment when every company wants to build AI but few have their data in the right format to do so, Meshmakers solves the problem upstream: it does not build the AI itself, but builds the foundation on which AI can be built.