aiqbee.com

What Is It?

Aiqbee is an enterprise AI Memory Platform from a New Zealand company. Its core idea is to turn enterprise documents, URLs, workflows, coding standards, and other knowledge into reusable “Brains.” These Brains can be made available to different AI tools through entry points such as MCP, Teams, and IDEs, aiming to solve issues like enterprise AI lacking organizational context, employees repeatedly pasting the same materials, shadow IT, and the risk of data leakage.

Core Capabilities

The product organizes knowledge through Brains, Neurons, and Synapses, and says its MemoryGraph / GraphRAG can understand relationships between pieces of knowledge rather than simply retrieving individual documents. It supports multiple LLMs including GPT, Claude, and Gemini, with the ability to switch models. On the developer side, it supports MCP clients such as Claude Code, VS Code, Cursor, Windsurf, and ChatGPT Desktop, and also provides a VS Code extension, REST API, and OAuth2 Service Accounts. For enterprises, it includes Teams integration, SSO, audit logs, model access control, data access policies, and a Brain Marketplace.

Pricing and Trial

The website clearly offers a 30-day free trial with no credit card required. Pricing is listed as From $15/user/month. A team’s Brains, neurons, and AI credits can be pooled, and adding users expands the shared resource pool. It also supports bringing your own AI accounts to bypass credits. However, full plan details, quotas, overage fees, and enterprise pricing are not disclosed, so buyers should confirm these before purchasing.

Pros and Cons

Its main strength is its positioning as a cross-model, cross-tool enterprise knowledge layer. By adopting the open MCP standard, it reduces lock-in to a single LLM or application. It also supports both SaaS and self-hosted Hive Server deployment, making it suitable for organizations with data sovereignty requirements. Its governance features are also closer to enterprise AI management needs than a typical knowledge base. The limitations are that public materials lack benchmarks, accuracy data, Chinese-language performance details, and complete pricing information. “SOC 2 compliance” is mentioned, but no further details are provided. In practice, results will also depend heavily on the quality of knowledge organization and the capabilities of the connected models.

Best Fit and Access from China

Aiqbee is better suited for development teams, customer support teams, consulting firms, and mid-to-large enterprise knowledge management scenarios, especially teams already using an MCP-based toolchain. Access from mainland China is unknown, and payment methods are not disclosed. If network access, compliance, or localization requirements are high, it may be worth evaluating alternatives such as Dify, AnythingLLM, self-built enterprise RAG/GraphRAG systems, Microsoft Copilot Studio, and Glean.