Build intelligent applications with the Semantic Operating System for AI
Transform fragmented data into AI-optimized Context Graphs. Reduce AI hallucinations with contextual grounding and superior reasoning capabilities.
Deploy Complete Agent System
Launch your entire custom agent infrastructure with a single command
Knowledge Graph Architecture
Transform fragmented data into interconnected Knowledge Graphs. Superior reasoning through graph-based context rather than simple vector search.
Reduce Hallucinations
Ground your LLMs with accurate, contextual information. Eliminate AI hallucinations through intelligent context grounding.
Enterprise Ready Platform
Pre-built, containerized infrastructure. Modular, transparent design with end-to-end context management and MCP integration.
How It Works
Three simple steps to build intelligent AI agents
Connect Your Data
Integrate enterprise data sources through our containerized platform. Transform fragmented silos into unified context.
Build Knowledge Graphs
Our platform automatically constructs interconnected Knowledge Graphs with semantic relationships and contextual grounding.
Deploy AI Agents
Build and deploy sophisticated AI agents with superior reasoning, reduced hallucinations, and transparent decision-making.
Everything You Need for Complete Agent Systems
Built-in features for production-ready AI agents—no assembly required
Knowledge Management
Intelligent data structuring and retrieval
- Automated Knowledge Graph ConstructionTransform raw data into interconnected knowledge structures with ontology-driven context engineering
- Knowledge CoresReusable, modular knowledge bases that can be dynamically loaded and removed at runtime
- 3D GraphViz VisualizationInteractive three-dimensional exploration and analysis of graph relationships
- Relationship AnalysisDeep inspection of connections and dependencies within your knowledge bases
AI Agent Architecture
Flexible single and multi-agent systems
- Single & Multi-Agent SystemsSupport for various agent configurations from simple single agents to complex multi-agent orchestration
- MCP InteroperabilityNative integration with Model Context Protocol for seamless external tool connections
- Custom WorkflowsRuntime-adjustable flow creation with dynamic parameter modification
- Intelligent Context RetrievalPrecision-grounded information extraction for highly accurate AI responses
Query & Retrieval
Advanced search and information retrieval
- Vector SearchSemantic similarity searching across your entire knowledge base for contextually relevant results
- GraphRAG InterfaceGraph-enhanced retrieval-augmented generation combining knowledge graphs with vector search
- Direct LLM ChatUnmediated language model interactions for flexible conversational experiences
- Multi-Modal QueriesSupport for text, structured data, and semantic queries across different data types
Data Processing
Enterprise-grade data ingestion and processing
- OCR Pipeline SupportBuilt-in optical character recognition for processing documents, images, and scanned materials
- High-Throughput StreamingEfficient large-scale data ingestion with Apache Pulsar for real-time processing
- Customizable ChunkingAdjustable document segmentation algorithms optimized for your data and use case
- Multi-Format SupportProcess PDFs, documents, structured databases, APIs, and unstructured data sources
Deployment Flexibility
Run anywhere, from local to enterprise cloud
- Multi-Cloud SupportDeploy on AWS, Azure, Google Cloud, OVHcloud, Scaleway, or any Kubernetes environment
- Fully ContainerizedComplete Docker-based deployment model for consistency across all environments
- Run Anywhere FlexibilityFrom local development to on-premise data centers to enterprise cloud deployments
- Single Command DeployLaunch your entire agent infrastructure with docker compose in seconds
Integrations & Storage
Connect to your existing stack seamlessly
- Multiple Graph StoresChoose from Neo4j, Apache Cassandra, Memgraph, or FalkorDB for your graph database
- Vector Database OptionsBuilt-in support for Qdrant (default), Pinecone, Milvus, and other vector stores
- Multi-LLM SupportIntegration with Anthropic, OpenAI, Google VertexAI, AWS Bedrock, and 40+ other providers
- Enterprise ConnectorsPre-built connectors for databases, APIs, cloud storage, and enterprise systems
Observability & Operations
Production-ready monitoring and operations
- Prometheus & Grafana IntegrationComprehensive monitoring dashboards with pre-configured metrics and alerts
- Telemetry TrackingTrack latency, error rates, throughput, and cost metrics across your entire system
- Audit LoggingComplete audit trails for compliance, debugging, and performance analysis
- Cost MonitoringReal-time tracking of LLM API costs, compute usage, and infrastructure expenses
Enterprise Security
Built for compliance and data sovereignty
- Data SovereigntyKeep your data in your chosen region or on-premise for regulatory compliance
- Native Multi-TenancyIsolated namespaces, separate resource allocation, individual quota management, and security boundary enforcement per tenant
- Access ControlFine-grained RBAC, SSO integration, and multi-factor authentication support
- Open Source TransparencyFull source code access for security audits and compliance verification