# Ultipa - Complete Reference

> Ultra-high performance graph database with eXplainable AI and LLM integration.

## Company Overview

Ultipa is an enterprise graph database company providing ultra-high performance graph computing solutions. Our technology processes billions of nodes in real-time with enterprise-grade security, serving customers across finance, telecommunications, healthcare, and manufacturing.

### Key Differentiators
- Microsecond query latency on billion-scale graphs
- Native HDC (High-Density Computing) parallel processing engine
- First-class ISO GQL (Graph Query Language) support
- Built-in graph AI and vector search capabilities
- HTAP (Hybrid Transactional/Analytical Processing) architecture

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## Products

### Ultipa Powerhouse
**URL:** https://www.ultipa.com/products/powerhouse

Ultra-high performance native graph computing featuring:
- Native graph storage optimized for relationship traversal
- Microsecond-level query response times
- Linear scalability to billions of nodes and edges
- ACID compliance with distributed transactions
- Real-time graph updates without downtime

**Technical Specifications:**
- Storage: Native property graph model
- Clustering: Master-replica and sharding
- APIs: REST, WebSocket, native drivers
- Languages: ISO GQL, UQL (legacy)

### Ultipa GQL
**URL:** https://www.ultipa.com/products/gqldb

ISO GQL-compliant query interface:
- Full ISO/IEC 39075 GQL standard support
- Pattern matching with complex path expressions
- Graph schema definition and validation
- Stored procedures and user-defined functions
- Query optimization and execution planning

### Ultipa GQLDB Community Edition
**URL:** https://www.ultipa.com/products/gqldb-community

Free, single-binary ISO GQL graph database:
- No installation required - single binary deployment
- AI-native capabilities built-in
- In-memory and persistent storage modes
- RBAC authentication and access control
- Supports macOS, Linux, and Windows
- Install on macOS / Linux via: `curl -fsSL https://download.ultipa.com/gqldb/install.sh | sh`
- Install on Windows (PowerShell) via: `irm https://download.ultipa.com/gqldb/install.ps1 | iex`

### Ultipa Manager
**URL:** https://www.ultipa.com/products/manager

Visual management and exploration tool:
- Interactive graph visualization
- Query editor with syntax highlighting
- Schema management interface
- User and permission management
- Import/export wizards
- Performance monitoring dashboards

### Ultipa Cloud
**URL:** https://www.ultipa.com/products/cloud

Managed cloud service features:
- One-click deployment
- Automatic scaling and load balancing
- Managed backups and point-in-time recovery
- Multi-region deployment options
- SOC 2 and ISO 27001 compliance
- 99.99% SLA availability

### Ultipa Graph Data Science
**URL:** https://www.ultipa.com/products/graph-data-science

Graph analytics and ML platform with 100+ algorithms:

**Centrality Algorithms:**
- PageRank, Betweenness, Closeness, Degree Centrality
- Eigenvector Centrality, HITS

**Community Detection:**
- Louvain, Label Propagation, K-Core
- Connected Components, Triangle Counting

**Pathfinding:**
- Shortest Path, All Paths, K-Shortest Paths
- Minimum Spanning Tree

**Similarity:**
- Jaccard, Cosine, Node Similarity
- Graph Embedding (Node2Vec, GraphSAGE)

**Machine Learning:**
- Graph Neural Networks integration
- Feature extraction pipelines
- Model training and inference

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## Solutions by Industry

### Financial Services

#### FRAML - Fraud & AML Monitoring
**URL:** https://www.ultipa.com/solutions/framl
Real-time fraud ring detection and anti-money laundering:
- <5 second alert latency
- 60%+ reduction in investigation time
- <5% false positive rate
- Pattern-based fraud ring detection
- Transaction network analysis

#### xTrade - Trading Analysis
**URL:** https://www.ultipa.com/solutions/xtrade
Trading relationship and market manipulation detection:
- Cross-market surveillance
- Wash trading detection
- Front-running identification
- Market manipulation patterns

#### Liquidity Risk Management
**URL:** https://www.ultipa.com/solutions/liquidity-risk-management
Network-based liquidity stress testing:
- Counterparty exposure analysis
- Contagion modeling
- Liquidity coverage ratio optimization

#### Asset-Liability Management
**URL:** https://www.ultipa.com/solutions/asset-liability-management
Balance sheet optimization through graph analysis:
- Interest rate risk modeling
- Duration gap analysis
- Cash flow forecasting

#### RWA360 - Risk-Weighted Assets
**URL:** https://www.ultipa.com/solutions/rwa360
Regulatory capital optimization:
- Credit risk weight calculations
- Exposure aggregation
- Basel compliance reporting

### Enterprise Intelligence

#### Enterprise Knowledge Graph
**URL:** https://www.ultipa.com/solutions/enterprise-knowledge-graph
Unified organizational knowledge management:
- Multi-source data integration
- Entity resolution and linking
- Knowledge discovery and inference
- Natural language querying

#### AI/ML Augmentation
**URL:** https://www.ultipa.com/solutions/ai-ml-augmentation
Enhance machine learning with graph features:
- Graph feature engineering
- Knowledge graph embeddings
- Explainable AI through graph reasoning

#### Graph-Augmented BI
**URL:** https://www.ultipa.com/solutions/graph-augmented-bi
Business intelligence enhanced with relationship analysis:
- Connected data exploration
- Impact analysis
- Root cause discovery

#### Smart Search & Recommendation
**URL:** https://www.ultipa.com/solutions/smart-search-and-recommendation
Context-aware search and recommendations:
- Semantic search
- Collaborative filtering
- Content-based recommendations
- Hybrid recommendation systems

### Industry-Specific Solutions

#### MR360 - Manufacturing Resource Planning
**URL:** https://www.ultipa.com/solutions/mr360
Manufacturing optimization:
- Bill of materials analysis
- Production scheduling
- Resource allocation optimization

#### KG360 - Knowledge Graph Platform
**URL:** https://www.ultipa.com/solutions/kg360
Enterprise knowledge graph management:
- Automated knowledge extraction
- Graph-based reasoning
- Knowledge validation

#### SCM360 - Supply Chain Management
**URL:** https://www.ultipa.com/solutions/scm360
Supply chain visibility and optimization:
- Supplier risk assessment
- Logistics optimization
- Demand forecasting

#### Retail360 - Retail Analytics
**URL:** https://www.ultipa.com/solutions/retail360
Customer and inventory intelligence:
- Customer journey analysis
- Market basket analysis
- Inventory optimization

#### Digital Twin
**URL:** https://www.ultipa.com/solutions/digital-twin
Virtual representation of physical systems:
- Asset relationship modeling
- Simulation and what-if analysis
- Predictive maintenance

#### CyberShield - Enterprise Cybersecurity Platform
**URL:** https://www.ultipa.com/solutions/cybershield
All-in-one security platform for organizations of any size (live at https://security.ultipa.com):
- Automated penetration testing (OWASP Top 10, TLS, security headers, email security, OWASP ZAP)
- 24/7 content and brand monitoring, including VIP face protection against deepfakes
- Graph-based security analytics: attack path analysis and security posture assessment
- Cyber Fortune AI threat prediction
- Framework-neutral compliance mapping (GDPR, PDPO, CCPA)
- 34 hands-on security simulations and 8 role-based training courses

#### LLM-Graph Integration
**URL:** https://www.ultipa.com/solutions/llm-graph
Large Language Model integration:
- Knowledge graph grounding for LLMs
- RAG (Retrieval-Augmented Generation)
- Fact verification and hallucination reduction

#### ESG Reporting
**URL:** https://www.ultipa.com/solutions/esg-reporting
Environmental, Social, and Governance analysis:
- Supply chain ESG tracking
- Carbon footprint calculation
- Sustainability reporting

#### ERP360 - ERP Integration
**URL:** https://www.ultipa.com/solutions/erp360
Enterprise resource planning enhancement:
- Cross-module relationship analysis
- Process optimization
- Data lineage tracking

#### Engagenius - Customer Engagement
**URL:** https://www.ultipa.com/solutions/engagenius
Customer engagement optimization:
- Customer 360 view
- Churn prediction
- Personalization

#### AICHAX - AI-powered Healthcare
**URL:** https://www.ultipa.com/solutions/aichax
Healthcare analytics:
- Patient journey analysis
- Clinical pathway optimization
- Drug interaction analysis

#### DF360 - Data Fabric
**URL:** https://www.ultipa.com/solutions/df360
Enterprise data integration:
- Data catalog and lineage
- Metadata management
- Data governance

#### OINFA - Operational Intelligence
**URL:** https://www.ultipa.com/solutions/oinfa
Operations analytics:
- Process mining
- Anomaly detection
- Performance optimization

#### Energy Management System
**URL:** https://www.ultipa.com/solutions/energy-management-system
Graph-powered energy distribution and sustainability:
- Energy network modeling and optimization
- Efficient and sustainable energy distribution
- Scale and complexity management for energy networks

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## Documentation Overview

**Documentation Portal:** https://www.ultipa.com/docs

### Current Version (v6.0) Documentation

#### ISO GQL Reference
https://www.ultipa.com/docs/gql
- Pattern matching syntax
- Data manipulation statements
- Schema definition
- Built-in functions

#### Ultipa Drivers
https://www.ultipa.com/docs/drivers
- Java SDK
- Python SDK
- Go SDK
- Node.js SDK
- Connection management
- Query execution
- Result handling

#### Graph Algorithms
https://www.ultipa.com/docs/graph-algorithms
- Centrality algorithms
- Community detection
- Pathfinding
- Similarity measures
- Graph embeddings

#### Ontology & Schema
https://www.ultipa.com/docs/ontology
- Schema design
- Property types
- Constraints
- Indexes

#### Access Control (RBAC)
https://www.ultipa.com/docs/rbac
- Role-based access control
- User management
- Permission configuration
- Audit logging

#### AI Functions
https://www.ultipa.com/docs/ai-functions
- Vector search
- Graph neural networks
- Embedding generation
- Similarity functions

#### Computing Engine
https://www.ultipa.com/docs/computing-engine
- HDC architecture
- Distributed computing
- Query optimization
- Performance tuning

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## Technical Specifications

### System Requirements

**Minimum (Development):**
- CPU: 4 cores
- RAM: 16 GB
- Storage: 100 GB SSD
- OS: Linux (Ubuntu 20.04+, CentOS 7+), Windows Server 2019+

**Recommended (Production):**
- CPU: 32+ cores
- RAM: 128 GB+
- Storage: NVMe SSD
- Network: 10 Gbps+

### Supported Platforms
- Bare metal
- Virtual machines (VMware, KVM)
- Containers (Docker, Kubernetes)
- Cloud: AWS, Azure, GCP, Alibaba Cloud

### Integration Capabilities
- REST API
- WebSocket streaming
- Native drivers (Java, Python, Go, Node.js, C#)
- JDBC/ODBC connectors
- Apache Spark connector
- Kafka integration

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## Contact Information

**Website:** https://www.ultipa.com
**Contact Form:** https://www.ultipa.com/contact
**Email:** info@ultipa.com
**LinkedIn:** https://www.linkedin.com/company/ultipa
**GitHub:** https://github.com/ultipa

## Additional Resources

- **Blog:** https://www.ultipa.com/blog - Technical articles and use cases
- **News:** https://www.ultipa.com/news - Company announcements
- **Pricing:** https://www.ultipa.com/pricing - Licensing information
- **Partners:** https://www.ultipa.com/partners - Partner ecosystem
- **Certifications:** https://www.ultipa.com/certifications - Training programs