What is graph intelligence?
Graph intelligence is produced by the analysis of the information hidden in data relationships, resulting in deeper insights and the identification of patterns and trends. This exposes the value residing in your data relationships to inform decision making and trigger next best actions from rich, contextualised data.
We combine all the necessary elements of graph computing, such as graph query, graph mining, graph analytics and graph AI, in an elastically scalable, high performance, computational framework. Plus, we added in graph complex event processing to fully realise the power of graph intelligence.
We combine all the necessary elements of graph computing, such as graph query, graph mining, graph analytics and graph AI, in an elastically scalable, high performance, computational framework. Plus, we added in graph complex event processing to fully realise the power of graph intelligence.
Graph database technology
Benefits and features:
Graph algorithms
Shortest Path
Similarity
Centrality
Classification
Community detection
Link prediction
Graph embeddings
Frequent pattern mining
A graph intelligence platform for complex data environments
Locstat LightWeaver®
We are increasingly asking complex questions of our data and seeking contextual answers in a timely and impactful manner. However, legacy technology is struggling to keep up with the demand of our big, fast, connected data world. The future of advanced analytics is graph database technology – integrated with a high-performance computation capability and you can fully realise graph’s potential.
Locstat LightWeaver®, our graph intelligence platform, incorporates a next generation ecosystem of capabilities to provide graph querying, mining, advanced analytics, AI and complex event processing on proven modern graph databases. As an affordable, quick to implement, light touch, end-to-end, SaaS platform it delivers true graph intelligence.
Locstat LightWeaver®, our graph intelligence platform, incorporates a next generation ecosystem of capabilities to provide graph querying, mining, advanced analytics, AI and complex event processing on proven modern graph databases. As an affordable, quick to implement, light touch, end-to-end, SaaS platform it delivers true graph intelligence.
True data value resides in the relationships between data
Capabilities
Flexible data capture
& onboarding
Collect and capture real-time streaming and batched data from any source, sensors, message queues and 3rd party systems in your environment. Locstat LightWeaver® is also an IoT / SMART integration platform.
Cloud data storage / data lake
Store data in a cloud-based, distributed and linearly scalable data storage architecture. Locstat LightWeaver® is hosting environment agnostic, including private cloud, AWS, Azure or GCP.
High performance computation engine
Analyse your data to generate patterns, trends and statistics in batch or real-time in a distributed, clustered computing framework.
Complex event processing
Set intricate rules that can model complex logic, time and uncertainty as well as graph algorithmic metrics in an easy and understandable manner.
GraphAI & machine learning
Develop complete computational data science and machine learning workflows and high-level abstraction using the Locstat framework. Operationalise these through our MLOps capability.
Graph analytics & visualisation
Use industry strength, best of breed graph database technology that supports Apache Tinkerpop as its graph computing framework with Gremlin as its graph traversal language. Visualise your data through graph visual analytics.
Geospatial processing engine
Receive real-time location intelligence from a 2D and 3D geospatial interface and analytics engine, including spatial aggregation through equal area hexagons and density mapping on-the-fly. Track multiple assets in real-time.
Data fabric
Governance, privacy, rules and group-based access permissions and data pipelines are managed to enable discovery, analytics, consumption, management and monetization of data assets.
From data intelligence to graph intelligence
Access all data
Pipeline all data streams, real-time and batched, into a single data repository. Enrich data pipelines with feature engineering. Apply streaming analytics and complex event processing as data enters your environment. Store in a NoSQL, elastically scalable data lake and an equally scalable graph database.
Process and analyse in real-time
Graph-powered machine learning illuminates the patterns and hidden insights in your data. Apply complex event processing and our client friendly, no-code rules engine. Run complex queries using graph analytics, computation processing, recommendation engines, geospatial processing, MLOps, NLP engines and the Locstat LightWeaver® flexi compute engine. Explore and visualise your data in intuitive dashboards as digital twins, geospatially and through automated data product outputs.
Benefit from intelligence
Generate real-time intelligence at scale and disseminate insights, data products and notifications to relevant parties. Discover the value residing in your data relationships to inform decision-making and trigger next best actions from rich, contextualised graph intelligence.
Benefit from intelligence
Generate real-time intelligence at scale and disseminate insights, data products and notifications to relevant parties. Discover the value residing in your data relationships to inform decision-making and trigger next best actions from rich, contextualised graph intelligence.