01/10/2026
introduces a centralized knowledge base for your enterprise, Qlik, AI and users
Happy to announce that RaptorMCP for Qlik now provides a Centralized Enterprise + Qlik + AI + User Knowledge Base, bringing shared knowledge and reusable delivery assets into a governed, Git-backed workspace.
For teams running Qlik Sense on Windows or Qlik Cloud, this addresses a familiar challenge: the data is in Qlik, but the knowledge needed to interpret, maintain and improve it is scattered across documents, repositories, individual users and AI conversations.
What comes together?
Enterprise knowledge: business definitions, policies, procedures, operating guidance and documentation.
- Qlik knowledge: application documentation, permitted technical context, templates, extensions and workflow assets.
- AI knowledge: reusable Skills and scoped instructions that guide agents through your organization’s ways of working.
- User and team knowledge: role-specific guidance and working context, shared according to configured permissions.
Why does this matter?
Better context for AI
An agent can work with your business definitions and delivery instructions rather than relying solely on a prompt or application metadata.
Less repeated onboarding
Teams can reuse established knowledge across sessions, compatible AI clients and delivery activities instead of repeatedly explaining the same environment.
More consistent Qlik delivery
Developers and administrators can work from shared standards, templates and approved guidance when building applications, extensions and automations.
Controlled collaboration through Git
Version history and repository workflows support change review, traceability and collaboration between people and agents.
Knowledge that stays within access boundaries
Folder permissions and applicable Qlik rights constrain access. Administrators configure restricted areas, and agent instructions cannot expand a user’s permissions.
Publishing knowledge remains separate from deploying an extension, changing a Qlik application or executing write-back. Those actions retain their own authorization and validation requirements.
The value is a shared knowledge foundation that connects business understanding with Qlik delivery and AI-assisted work.
Where is knowledge most fragmented in your Qlik estate today: business definitions, technical documentation, delivery standards or individual expertise?
Want to know more? https://raptor.workbalance.io/login