Use cases

Build real systems from connected data.

Start from a complete implementation blueprint: the data model, retrieval path, operational guardrails, and runnable code for a focused job. Adapt it to your domain or use it as the shortest path to your first connected workflow.

Blueprint library

Find the closest shape to your system.

Every page is an illustrative implementation blueprint rather than a customer case study. Filter by the job you need, then take the data model and runnable path as a starting point.

22 patterns

Pattern

Multi-agent incident response

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

INCIDENTALERTGOAL
Explore the incident war room

Pattern

One memory across LLM providers

Keep customer context available when your application switches model providers.

ACCOUNTFACTEPISODE
Explore shared LLM memory

Pattern

Analytical workloads

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

EVENTACCOUNTFEATURE
Explore analytical workloads

Finance & Compliance

Transaction monitoring

Trace suspicious transfers across accounts, devices, merchants, counterparties, alerts, and KYC context.

ALERTTRANSACTIONACCOUNT
Explore transaction monitoring

Pattern

Agent harness portability

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

ACCOUNTFACTEPISODE
Explore agent harness memory

Security

Pentest and red-team evidence

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

ASSESSMENT_RUNTARGETFINDING
Explore security validation

Finance & Compliance

On-prem wealth intelligence

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

PORTFOLIOHOLDINGCOMPANY
Explore on-prem inference

Education & Training

Mining simulation analytics

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

COHORTSTUDENTASSESSMENT_ATTEMPT
Explore mining training analytics

Real Estate

Property intelligence marketplace

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

INVESTOR_PROFILESEARCH_INTENTPROPERTY_LISTING
Explore property intelligence

Pattern

Vibe-coded faceted search

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

APP_PROTOTYPESCREENPRODUCT_CARD
Explore rapid prototyping

Pattern

Agentic automation

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

WORKFLOWGOALSTEP
Explore agentic automation

Education & Training

Technical-books GraphRAG

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

BOOKCHAPTERBOOK_CHUNK
Explore the books catalogue

Legal

Legal contract-review memory

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

MATTERDOCUMENTCLAUSE
Explore contract-review memory

Healthcare & Life Sciences

Medical research loops

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

WORKSPACEPAPERPDF_CHUNK
Explore research loops

Sales & Support

Sales & CRM memory

Persist deal history and account context so every rep and agent recalls the right details.

ACCOUNTCONTACTOPPORTUNITY
Explore sales & CRM memory

Sales & Support

Customer support memory

Give support agents instant recall of tickets, resolutions, and account context across channels.

CUSTOMERTICKETMESSAGE
Explore support memory

Healthcare & Life Sciences

Healthcare care context

Connect visits, notes, and history into one queryable record for care-team workflows.

PATIENTENCOUNTERCONDITION
Explore care context

Legal

Legal research citation graph

Trace which cases and statutes support, narrow, or overturn a holding through an explicit citation graph.

CASESTATUTEHOLDING
Explore the citation graph

Real Estate

Commercial lease portfolio memory

Query lease terms, renewal dates, and escalation clauses across a whole portfolio instead of re-reading PDFs per building.

PROPERTYLEASETENANT
Explore lease portfolio memory

Security

Vulnerability and asset risk graph

Connect assets, CVEs, and patch status so security teams can query which critical vulnerabilities touch internet-facing systems.

ASSETVULNERABILITYPATCH
Explore the risk graph

Commerce & Retail

E-commerce graph analytics

Analyze purchasing behavior, product relationships, and cross-sell opportunities from one connected graph.

PRODUCTORDERCUSTOMER
Explore e-commerce analytics

Commerce & Retail

Supply chain graph analytics

Map suppliers, shipments, products, and warehouses to uncover dependencies and disruption risk.

SUPPLIERPRODUCTSHIPMENT
Explore supply chain analytics

Your use case

Bring RushDB to your workflow.

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

Start free
Agent skill

No blueprint for your domain? Derive one.

Every page above is a starting point, but your domain is yours. RushDB ships an agent skill that turns a five-question conversation into a schema tailored to your product — in Claude, Cursor, Copilot, Windsurf, or any Agent Skills-compatible client.

01

Your agent interviews you

Five plain-English questions: what you are building, the things you track, how they connect, and what you will ask of the data. No graph theory required.

02

It derives a tailored schema

Labels, properties, and relationships mapped to your actual domain — e-commerce, healthcare, CRM, DevOps, or something nobody has templated before.

03

You get runnable records

The output is a ready-to-run bootstrap payload, not a diagram. Your agent writes it through MCP and the schema is live, queryable data.

Read the skills setup guide
One install, any domain
# Add RushDB skills to your agent
npx skills add rush-db/rushdb --path packages/skills

# Then just describe your product:
#   "Design a schema for my rental marketplace"
#
# The domain-template skill interviews you, proposes
# labels + relationships, and bootstraps live records.

Give your agent memory.