Gapwise AI

Description

Gapwise AI serves as a permissioned, provider-neutral Model Context Protocol (MCP) integration service designed to connect AI clients with public UTM campus intelligence and explicitly delegated Gapwise student context. This service allows AI clients to access deterministic facts without turning them into model guesses, ensuring that the AI client supplies the model and reasoning layer while Gapwise provides canonical facts, permissions, and bounded actions.

The integration boundary allows for stateless public UTM campus intelligence reads and narrowly permissioned private student context access. It ensures that clients do not receive unrestricted account access, maintaining privacy and data integrity. The service supports OAuth-protected private schedule, status, and planning reads, as well as bounded private writes.

Gapwise AI emphasizes the importance of respecting schedule semantics, where RES entries are potential assessment windows rather than weekly commitments. It maintains uncertainty by keeping unknown hours and approximate routes intact, ensuring that Gapwise gap budgets and warnings remain authoritative.

The service is designed for AI clients that need to access public campus intelligence and/or explicitly delegated Gapwise student context through a tool-oriented protocol surface. It is not intended for inferring private schedule state without independent authorization.

Gapwise AI's delegation and safety model ensures that public campus intelligence is stateless and does not require private delegation. Private access starts only after explicit delegation by the student, and any personal-item or preference write is bounded by granted permission. Revocation removes delegated authority, and a new authorization is required for future access.

Gapwise AI's Core Features

• Permissioned MCP integration

• Provider-neutral access

• Public UTM campus intelligence

• Explicit delegation for private context

• OAuth-protected reads and writes

• Deterministic search tools

• Schedule semantics respect

• Privacy and data integrity

How to use Gapwise AI?

1. 1

   Configure: Set up AI client integration

2. 2

   Use: Access public campus intelligence

3. 3

   Authorize: Delegate private context access

4. 4

   Optimize: Ensure privacy and data integrity

Gapwise AI's Use Cases

• Campus Intelligence Access
• Student Context Delegation
• Schedule Management
• Privacy Assurance
• OAuth-Protected Access

FAQ from Gapwise AI

• What is Gapwise AI?

  Gapwise AI is a permissioned integration service for AI clients to access public UTM campus intelligence and delegated Gapwise student context.

• How does Gapwise AI ensure privacy?

  It uses OAuth-protected reads and writes, ensuring no unrestricted account access and maintaining data integrity.

• What is the purpose of Gapwise AI?

  To connect AI clients with deterministic facts from public UTM campus intelligence and delegated Gapwise student context.

• Can Gapwise AI infer private schedule state?

  No, it requires independent authorization for private context access.

• What are RES entries in Gapwise AI?

  RES entries are potential assessment windows, not weekly commitments.

• What does the delegation model of Gapwise AI entail?

  Public campus intelligence is stateless, and private access starts after explicit student delegation.

• What is the role of the AI client in Gapwise AI?

  The AI client supplies the model and reasoning layer, while Gapwise provides canonical facts and permissions.

• How does Gapwise AI handle uncertainty?

  It keeps unknown hours and approximate routes intact, maintaining authoritative gap budgets and warnings.