AI integrations

RedeMCP

RedeMCP is a custom Model Context Protocol (MCP) integration for student management systems (SITS and other SIS). It provides a governed way for AI assistants to query authoritative student records and produce drafts and recommendations without unsafe write-back paths.

Grounded Authoritative sources
Least privilege Tool boundaries
Tenant-hosted Keep data in your cloud
Auditability Trace queries and outputs

What it enables

Use AI safely in student administration workflows, with controls that fit real university governance.

Custom SIS tools (MCP)

Expose approved, read-first tools for common queries (student context, enrolment status, key dates, holds) with consistent definitions.

SIS MCP

Grounded answers with citations

Return results with traceability to underlying records, so staff can verify and act with confidence.

Grounded Governed

Safe automation patterns

Draft actions and communications, require explicit approval, and route changes through validated workflows instead of direct writes.

Controls Audit trails

Good fit if you need

  • AI assistants that can work with SIS data without exposing broad database access
  • Clear boundaries and governance controls (who can ask what, and what data can be returned)
  • Tenant-hosted deployments and data residency control

For operational risk detection and validation around SITS assets, pair with RedeSentry.