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Leverage Ultipa to implement enterprise knowledge graphs, enhancing real-world business operations and analytics with unmatched flexibility, high performance, and scalability.
WHY ENTERPRISE KNOWLEDGE GRAPH
Discover the intrinsic value of knowledge graphs, rooted in the interconnected nodes and edges that mimic our brain's natural organization. Constructed strategically, these graphs offer profound insights for predictive and prescriptive purposes.
With its explicit representation of nodes and edges, a graph enables seamless integration of fragmented data and agile adjustments to the data model in a dynamic business environment.
The preserved relationships within knowledge graphs facilitate efficient deep traversal, providing a fertile ground for data analytics, machine learning, and eXplainable AI (XAI).
KNOWLEDGE GRAPH =
Formalize a graph model (or ontology) to create a shared knowledge realm, foster communication and collaboration across diverse stakeholders.
INTUITIVE DATA REPRESENTATION
Attributes, stored as key-value pairs directly linked to individual nodes and edges, create a compact and intuitive representation, enhancing storage efficiency in contrast to RDF.
UQL
// Circular payment money laundering pattern
n({@cardHolder} as holder)
.e({@holds})
.n({@card})
.e({@transactsTo.time > prev_e.time})[:10]
.n({@card})
.e({@holds})
.n(holder) as p
return p{*}
DEEP QUERIES IN MICROSECONDS
UQL is meticulously designed to seamlessly interact with Ultipa's storage and compute engine, ensuring optimal performance in executing queries with remarkable speed.
Learn more about UQL (Ultipa GQL)
ADVANCED ANALYTICS AND XAI
Algorithms offered by Ultipa span various categories and are written in efficient C/C++, with many designed for parallel processing to achieve the best performance.
Learn more about Ultipa Graph Analytics & Algorithms
UQL
// Louvain the community detection algorithm
algo(louvain).params({
phase1_loop_num: 10,
min_modularity_increase: 0.001,
edge_schema_property: @connects.weight
}) as results
return results
An increasing number of businesses are leveraging knowledge graphs for impactful insights, witnessed by early adopters. When it comes to implementing enterprise knowledge graphs for real-world business operations and analytics, the strategic choice between RDF and property graph is crucial. Ultipa Graph emerges as a solution that guarantees flexibility, high performance and scalability, catering to the evolving business needs for operational excellence.
