RaptorMCP capabilities

Enterprise knowledge base

A central, permission-aware store of documents, business rules, templates and scoped agent Skills, organised around your Qlik estate.

• Documents, standards, business rules and templates
• Scoped, reusable agent Skills
• Organisation linked to Qlik spaces, streams and apps
• Git version history, with Git LFS for larger assets
• Conflict checks for shared editing

What each user's agent can reach is set by configured folder permissions and that user's applicable Qlik access.

Engineering and administration

Use your AI agent to build, review and maintain Qlik apps and to carry out permitted administration work.

• Load scripts and data models
• Expressions, master items and native visualisations
• App documentation
• App and reload work, including reload troubleshooting
• Permitted administration tasks

Every action runs with the access granted to the configured identity or assigned user in Qlik.

Insights

Ask questions using permitted Qlik data and analytical context, and get definitions and results explained.

• Questions answered from permitted Qlik data
• Explanations of measures, definitions and results
• Business definitions drawn from the knowledge base

Writeback and workflows

Capture data, comments and planning input from Qlik, and run approvals with a recorded outcome.

• Data capture and comments
• Planning and scenarios
• Approved writeback targets with validation
• Approvals and sign-offs
• Reminders and escalations
• Recorded outcomes and audit trail

Automation and delivery

Supported scheduled and event-driven integrations and notifications around your Qlik work.

• Scheduled and event-driven integrations
• Notifications through configured channels
• Raptor workflow and InsightOps configuration

Raptor workflow and InsightOps configuration is separate from native Qlik Cloud Automation, which requires the applicable Qlik entitlement.

Custom Qlik experiences

A Gateway-hosted Experience Hub and Assistant, and custom front ends for Qlik applications.

• Gateway-hosted Experience Hub
• In-application Assistant
• Custom Qlik application front ends

The Experience Hub is part of your Gateway. It is not the Raptor licensing and partner portal at raptor.workbalance.io.

Migration and modernisation

Assessment, orchestration and repair for QlikView, and assessment and guided rebuild for Power BI, with validation.

• QlikView to Qlik Sense (QV2QS) assessment, orchestration and repair
• Power BI and Fabric assessment
• Guided rebuild in Qlik with validation
• Qlik Sense Enterprise on Windows to Qlik Cloud planning

Results depend on the source estate. Rebuilt apps are reviewed and validated by qualified people; this is not one-click PBIX conversion.

Advanced analytics

Python analytics through Qlik server-side extensions (SSE), using a separate service you configure.

• Python SSE integration
• Forecasting, machine learning, NLP or enrichment where in scope

Requires a separately supported and configured SSE service. Models only run where they have been set up.

Reporting

Supported Qlik Cloud report generation, with status tracking, outputs and download, and sheet PDF export.

• Qlik Cloud report generation
• Report status, outputs and download
• Sheet PDF export

Further Gateway reporting and NPrinting features will be described here once their release status is confirmed.