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Graph Engines: the layer where graph-shaped computation runs over your existing systems instead of inside a new database of its own. Graph engines turn warehouses, relational databases, event streams, and application platforms into graph-native environments, projecting nodes and relationships on the fly so you can ask graph questions without rebuilding your stack. This catalog…

State of the Graph is mapping a new frontier: how graphs are being used inside AI systems.  GraphAI is the category where graph structure stops being passive infrastructure and starts doing active work, shaping what models retrieve, what agents remember, and what machine learning algorithms learn. That shift is the unifying logic of this…

Graphs are how we see structure in messy, connected data: people and their relationships, systems and dependencies, concepts and citations. The landscape of graph visualization tooling is sprawling, ranging from ready‑to‑use graph apps and platforms to tiny JavaScript libraries you can drop into a single page. The global data visualization tools market size was…

State of the Graph is continuing its tour of the ecosystem with a first deep dive into the Knowledge Graphs category. Knowledge graphs organize information as a network of entities and relationships, often with semantic meaning, so systems can work with connected context rather than isolated records. The Knowledge Graph market is estimated to…

State of the Graph is continuing its world tour with one of the most visible parts of the ecosystem: Graph Databases. Graph databases are where graph theory becomes a living system: a place to store, query, and analyze entities and their relationships at scale. They power use cases such as real‑time recommendations, fraud and…

State of the Graph is kicking off with its first published category: Graph Analytics. We navigate the Graph Analytics Map Graph analytics tools use graph queries and algorithms to uncover patterns and relationships in connected data, enabling use cases from network security and fraud detection to BI, retail, and social networks. Graph analytics sits…

Between November 2025 and January 2026, we conducted the first “State of the Graph” community survey to understand who is using graph technology today, how they use it, and where they need the most support.  The early results point to a clear pattern: knowledge graphs and graph databases are driving adoption, but guidance and…

Graph technology has grown into a rich, multi-layered ecosystem, but the landscape can feel fragmented when trying to understand how all the pieces fit together. The State of the Graph organizes this complexity into seven clear categories, creating a shared map for anyone building, evaluating, or investing in graph-powered solutions.​ Why these 7 categories…

Over the past two decades, graph technology has grown from a niche to a multibillion‑dollar market, accelerating in lockstep with AI. As the field expands, it’s getting harder to keep track of the full spectrum of vendors, categories, and innovations across the ecosystem. The State of the Graph exists to close that gap: a…