| title | OpsOrchestra |
|---|---|
| description | AI-powered Business Operations Analyst |
Transform operational chaos into actionable intelligence. OpsOrchestra is an AI-first platform that builds institutional knowledge with every interaction.
Operations teams drown in scattered documents, disconnected data sources, and tribal knowledge. Critical insights hide in spreadsheets, PDFs, and databases while decisions get made on gut instinct.
OpsOrchestra combines conversational AI with enterprise-grade intelligence:
PDFs, CSVs, Excel files. Automatic entity extraction and relationship mapping. PostgreSQL, MySQL, and more. Live sync with your operational databases. Natural language queries powered by hybrid RAG and knowledge graph expansion. KPI tracking, trend analysis, anomaly detection, and ROI optimization. Track KPIs, generate reports, and surface insights without SQL or coding. Extend, customize, or self-host the platform on your infrastructure.| Capability | Description |
|---|---|
| Document Intelligence | Ingest PDFs, CSVs, Excel with automatic chunking and entity extraction |
| Knowledge Graph | LLM-powered relationship discovery between companies, people, metrics, and tools |
| Data Connectors | Live sync from PostgreSQL, MySQL, and other databases |
| Hybrid RAG | Intelligent query routing between semantic search and graph expansion |
| KPI Analytics | Metric extraction, trend analysis, and anomaly detection |
| Decision Tracing | Full audit trail with OpenTelemetry-compatible trace IDs |
| Layer | Technology |
|---|---|
| Backend | FastAPI |
| Agent | LangGraph + Hybrid RAG Router |
| LLM | Claude 3.5 Sonnet |
| Vector Store | ChromaDB |
| Graph | NetworkX |
| Observability | Langfuse |
| Frontend | React 19 + Vite |