# Powerful Features for  
Modern AI Operations

###### Everything you need to build, manage, and deploy vendor-agnostic Aiqbee Brains powered by MemoryGraph technology. Pay per query, not per user.

### Core Features

##### Brains - Knowledge Containers

Create structured, vendor-agnostic Aiqbee Brains that work with any LLM. Organize neurons (knowledge units) by type and connect them with synapses to show relationships.

##### Neurons - Knowledge Units

Store knowledge as text, uploaded documents (PDF, Word), or URLs. Each neuron is automatically indexed and made searchable for AI conversations.

##### Synapses - Smart Connections

Create relationships between neurons to build a MemoryGraph. The AI understands these connections for more contextual, intelligent responses.

##### AI Chat with Bea

Engage with your AI assistant Bea in real-time conversations. Drag and drop Brains or Neurons to provide context. Supports streaming responses and markdown formatting.

##### MCP Integration

Connect your Brains as MCP servers to any MCP-compatible AI tool or IDE. Use your knowledge everywhere you work with the open standard protocol.

##### Multi-LLM Support

Choose from leading AI model providers. Switch models seamlessly without rebuilding your Brain. True vendor-agnostic AI with no lock-in.

### Powered by MemoryGraph Technology

###### Our revolutionary MemoryGraph engine creates intelligent, interconnected knowledge structures that understand context and relationships

###### One source of truth for the entire organization

###### Graph-Based Structure

MemoryGraph finds related topics that traditional RAG misses through intelligent relationship mapping.

###### Dynamic Knowledge Traversal

AI navigates through connected concepts seamlessly, following synaptic connections to find relevant information.

###### Relationship Mapping

Visualize how your knowledge is interconnected with our advanced graph visualization tools.

###### Contextual Retrieval

Retrieve information based on semantic relationships, not just keyword matching, for more accurate results.

### Enterprise Features

###### Advanced capabilities for teams and organizations

Replace shadow IT with controlled AI usage. Protect your data while empowering your team.

###### Pay Per Query Pricing

Shared token pool across your organization. Only pay for actual usage, not per-user seat licenses. More cost-effective than individual AI subscriptions.

###### Team Collaboration

Invite team members, assign roles, and manage permissions. Share knowledge across your organization.

###### Safety Controls & Guardrails

Stop shadow IT. Control which AI models staff can use, set data access policies. Your brains, neurons, documents and chat data are not used to train AI models. Full compliance and audit capabilities.

###### Marketplace

Discover pre-built Brains from the community. Publish and monetize your own Aiqbee Brains.

###### Auto-Update URLs

Schedule periodic updates for URL neurons to keep your knowledge fresh and current.

###### Enterprise Security

SSO integration, audit logs, and SOC 2 compliance. Your data stays secure and private.

### Deployment Options

###### Choose the deployment model that fits your security and compliance requirements

##### Cloud SaaS

Fully managed solution hosted on our secure infrastructure. Get started immediately with no infrastructure to maintain. Automatic updates and scaling.

• Instant setup

• Automatic updates

• Managed infrastructure

• Multi-region availability

##### Hive Server

NEW

Self-hosted enterprise AI memory server. Deploy on your infrastructure - Azure, AWS, Kubernetes, or Docker. Complete data sovereignty with full MCP compatibility.

• Full data sovereignty

• Your infrastructure, your control

• MCP protocol support

• Enterprise governance

### Build Once, Use Everywhere

###### The Model Context Protocol is an open standard that allows AI applications to access external knowledge sources. Your Aiqbee Brains can be connected as MCP servers, making your organizational knowledge available wherever you work - from your IDE to your desktop AI assistant.

Create your AI Context once. Use it with any MCP-compatible AI tool.

Source: https://www.aiqbee.com/features