Technology

xPatterns is the only complete big data analytics platform available with a novel architecture that integrates state-of-the-art components across three logical layers: Infrastructure, Analytics, and Applications. xPatterns is cloud-based, exceedingly scalable, and readily interfaces with existing IT systems. It can act as a virtual abstraction layer across any IT system, extracting value from both legacy and new technologies immediately extending the life, value, and intelligence of an ecosystem.

click the boxes below to learn more about each component.

act
Applications
Web Services
  • Rich query language
  • Add & edit content
Visualization
  • 2D & 3D Viewer
  • Interactive explorer
  • Search & Connect
Dashboard
  • 40+ report types
  • Live dashboards
  • Self-serve Studio
discover
Analytics


Relevance
  • Highly accurate results for search & recommender scenarios
  • Rich query language, including faceting, boosting & location operators
  • Automated personalization & profile evolution
  • Real-time relevance improvement based on feedback
Machine Learning
  • Learn by example: Useful on problems with fuzzy or fast-changing decision criteria
  • 15+ classification algorithms available
  • Automated feature generation, measure & retrain pipelines
Neural Networks
  • Real-time adaptation
  • Dynamic training on incremental data
Inference
  • Apply business rules to make automated decisions
  • Rich rule semantics including hard/soft rules, grouping & functions
  • Real-time evaluation for millions of rules on commodity hardware
Natural Language
  • Extract facts from natural language text
  • Extract subject, polarity, tense & section contexts
  • Leverage multiple ontologies to find and normalize concepts
Topic Modeling
  • Automatically generate list of topics from a large body of text
  • Assign each documents its key topics, in real time
Data Mining
  • Reveal patterns in data, in an unsupervised manner
  • Association rule mining
  • Anomaly detection
  • Clustering, including by relevance for unstructured documents
Prediction
  • Predict likelihood of future event based on mix of signals
  • Reveal which signals are strong indicators for the future event
  • Apply prediction model in real-time to enable advance action
Optimization
  • Compute optimized solution of multi-criteria problems
  • Rich semantics for supported types of constraints
  • Near-real-time computation on million of constraints
Meta Learning
  • Inductive procedure for characterizing unstructured data
Cooperative Distributed Inferencing
  • Multi-criteria inference and optimization engine
  • Supports both hard and soft rules
  • Automated induction of hybrid model from multiple noisy sources
  • Non-monotonic reasoning, enabling an always evolving model
  • Distributed architecture scaling to millions of collaborating elements
connect
Infrastructure

Data Integration
  • 400+ Connectors
  • Petabyte scale
  • Structured or Unstructured Text
  • Streaming or scheduled updates
  • Real-time or batch
Data Quality
  • Data Quality
  • Mapping
  • Normalization
  • Categorization
  • Enrichment
  • De-duplication
  • Quality gates
Managed Cloud
  • Managed Cloud
  • Soup-to-nuts cloud infrastructure
  • Enterprise-grade
  • Launch in a day
  • Elastic
  • Secure
  • Compliant



We enable our customers to combine the advantages of cloud computing, big data infrastructure, advanced analytics and enterprise-grade web applications–all via a singular, cohesive architecture. We help companies by alleviating the need to create patchwork solutions in-house, as they are often forced to do today. Instead, we offer a way for our customers to use a platform-based approach to create truly intelligent analytics—quickly, and cost-effectively.