Student project scope coach

For capstone course coordinators, turn project proposals and course constraints into supervisor-approved project plan. Address this specific problem: student projects become too large for available time and resources. The aim: convert ambitious projects into testable academic scopes. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies project proposals and course constraints, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final supervisor-approved project plan before use. Retain source links and a version history for the next cycle.

How the AI works

Suggest tradeoffs without fabricating resource availability. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Use educator-reviewed content and answer keys. Apply appropriate access and consent for learner records and distinguish completion from demonstrated learning. One course with teacher-controlled scope decisions. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: One course with teacher-controlled scope decisions. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract proposed outcomes; identify dependencies. Support the third task through an assisted review queue: compare resource limits. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of supervisor-approved project plan. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Learning resources, course portals and educator review processes. Read-only operational exports, calendars and finance or inventory records as relevant. Start with plan exports and retain human approval for execution. Begin with uploads and exports of project proposals and course constraints. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Place editable drivers and constraints beside a clearly labeled scenario output. Include a baseline view, comparison chart or schedule, and an assumptions history. Let users trace a proposed quantity or date back to its inputs. Keep forecasts distinct from actual results. Open with proposal intake; move into scope canvas for the detailed task; finish in milestone plan for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.