Use cases

Explore workflows built around real jobs.

RushDB normalizes structured data into queryable graph context as it arrives. Nested payloads are linked automatically. After flat imports, relationship analysis can suggest reviewable join patterns across scattered sources. Use these guides to build a focused workflow around the resulting graph intelligence.

Choose a workflow.

Start with the technical problem your application needs to solve.

Agent memory

Keep state, decisions, and tool output available across sessions.

Explore agent memory

RAG and knowledge bases

Retrieve related context, not only the nearest similar chunks.

Explore graph-aware RAG

AI-powered apps

Add search and connected-data features without another sync pipeline.

Explore AI-powered apps

Explore a concrete case study.

Each blueprint narrows the data model, retrieval path, operational guardrails, and runnable implementation files to one realistic job.

Multi-agent incident response

Coordinate a live SaaS incident through shared, durable graph memory.

Explore the incident war room

One memory across LLM providers

Keep customer context available when your application switches model providers.

Explore shared LLM memory

Analytical workloads

Move from ingest to KPI trends, dashboard drill-downs, and connected operational context.

Explore analytical workloads

Agent harness portability

Switch MCP clients, SDK agents, and orchestration frameworks without rebuilding memory.

Explore agent harness memory

Pentest and red-team evidence

Commit authorized sandbox findings, evidence, and breach-abuse logs to one graph for defensive review.

Explore security validation

On-prem wealth intelligence

Run local vLLM inference over portfolio, deal, memo, and policy records without sending private context to hosted models.

Explore on-prem inference

Mining simulation analytics

Turn browser 3D rig assessments and telemetry JSON into cohort dashboards without join-heavy analytics work.

Explore mining training analytics

Property intelligence marketplace

Match investors, sellers, and homeowners from vague search intent to ontology-grounded property filters.

Explore property intelligence

Vibe-coded faceted search

Push the JSON your UI needs, then build product filters from RushDB labels, properties, values, and records.

Explore rapid prototyping

Agentic automation

Run resumable workflows with durable goals, steps, approvals, and tool output.

Explore agentic automation

Technical-books GraphRAG

Build a catalogue that searches book content while keeping author and topic provenance.

Explore the books catalogue

Legal contract-review memory

Persist contract facts and retrieve changed clauses with citation-linked context.

Explore contract-review memory

Medical research loops

Turn mixed research inputs into graph context for iterative, citation-preserving workflows.

Explore research loops

Your use case

Bring RushDB to your workflow.

Start free, push your first JSON payload, and see the records, relationships, searchable text, and ontology RushDB discovers.

Start free