Mindy as a graph agent holding a knowledge graph, with insight in minutes

AI-native graph intelligence

MindGraph

MindGraph combines data from different systems into one knowledge graph. Every connection and pattern can be traced with its full context.

Traditional Graph Database

Focus on storing and retrieving connected data

Graph database storing people, companies, money and documents as nodes

Store nodes and edges
Query and retrieve data
Technology-centric

MindGraph

Understands your data, finds patterns, and turns insights into action.

Customer knowledge graph linking account, device, transaction, location and merchant

UnderstandUnderstand your data and its context.
RecommendGenerate insights and next steps.
ReasonFind patterns and explain why
ActTurn insights into workflow automation

Features

All data connected in one knowledge graph

MindGraph finds data through vector search and traces connections through graph traversal, keeping every result traceable to its source.

Ontology & Entity Intelligence
Pattern & Anomaly Detection
Context-Aware Recommendations
Full Data lineage Traceability

MindGraph data lineage explorer for a customer profitability model

Data stored per second: 177K
Faster processing: 650×
Data handled per second: 555K+
Operations per second: 2.6M+

Fraud, Risk Detection & AML
Fraud hides in connections. Rule-based systems check accounts one by one
- Links the same person across systems
- Surfaces fraud rings rules miss
- Traces findings back to the source
Investigators trace relationships in one graph, making findings easier to explain and defend
Agent Memory & Reasoning
Document assistants find mentions, but miss the relationships behind them
- Structured memory for LLMs
- GraphRAG connect entities and relationship
- Use any LLM you choose
Agents reason over one connected model, giving every assistant the same foundation
Customer 360°
Customer data lives across systems under different IDs
- Connects records into one customer profile
- Links customers to related records
- Keeps profiles updated in real time
One connected profile replaces multiple system lookups and integrations.
Data Agent
Knowledge is buried in systems, pushing sensitive data into public chatbots
- Agents use your instructions and documents
- Connects to internal sources, web, and APIs
- Hosted or self-hosted, data stays yours
One knowledge-grounded agent across teams, Slack, Discord, or your apps
Supply Chain Mapping
A failed supplier can impact sites, products, and customers downstream
- Maps supply chains in one connected graph
- Shows downstream impact of failures
- Covers assets and app dependencies
One connected graph supports disruption, planning, risk, and reporting

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Technology Partners