MaestroMaestro Overview — contents
The Build
Timeline & Roadmap
The committed Phase 1 plan, month by month, from July 2026 to the January 2027 cohort launch — with the two anchor dates, the critical dependencies, and the success criteria. The dev team's workstream is sequenced against the-code's parallel Studio and trust-layer work.
Two dates are committed and immovable: a testable environment by November 2026 and a live cohort launch in January 2027 (up to 200–300 students). Between them: discovery (July), foundation build (August), adaptive core runtime (September), integration & QA (October), HBMSU review (November), launch readiness (December), live operations (January).
Phase 1, month by month
| Month | Dev-team workstream |
|---|---|
| July 2026 · Discovery & alignment | Study Studio's MVP and its outputs; joint walkthrough of the Published Course Package spec (incl. the five open items); LMS integration scoping against HBMSU's Moodle; confirm trust-layer integration boundaries and the six roles; agree the collaboration model. Deliverable: a joint architecture & integration plan. |
| August 2026 · Foundation build | Schema & data model to the target shape; the LMS layer as system of record (accounts, roster, gradebook, enrolment lifecycle); LTI 1.3 with Moodle (SSO, Deep Linking, NRPS, AGS two line-items); role & permission architecture (SME dual role separated); trust-layer integration interfaces stood up; audit logging; security baseline. |
| September 2026 · Adaptive core runtime | Evidence Check runtime; the bounded AI Companion (authored + runtime-dynamic anchors); milestone submission flow; AI-assisted grading interface; behavioural-signal instrumentation; all learning-signal capture at target shape; SME dashboards & review queues; the full learner experience end-to-end. |
| October 2026 · Integration, assembly & QA | End-to-end integration with real Studio courses (all 14 foundation courses loaded, version-pinned); full journey rehearsal; Companion boundary testing; dashboard validation; performance testing at 200–300 scale; security & privacy review; misconception-blocker enforcement testing; internal QA and bug remediation. |
| November 2026 · Testable environment anchor date | Stand up the testable environment for HBMSU academic, IT, and accreditation review; structured review sessions; walkthrough of the six roles; learner-experience and integrity-mechanism validation; HBMSU sign-off. |
| December 2026 · Launch readiness | Remediate the November backlog; SME onboarding for the delivery role; student-onboarding prep (incl. behavioural-signal disclosure); runbook & joint on-call model; a small pilot cohort simulation; final security/privacy sign-off; final HBMSU approvals. |
| January 2027 · Spring cohort launch anchor date | Launch-day joint on-call; live cohort support through the first weeks; data collection for Phase 2 (misconception-library additions, routing calibration, behavioural-threshold refinement, Companion anchor tuning). |
The two committed anchor dates
November 2026 — a testable platform with the 14 foundation courses loaded, formally reviewed and signed off by HBMSU. January 2027 — the Spring cohort launch: the first operational MAESTRO academic MVP, with up to 200–300 students accessing the platform.
Critical dependencies
These are named throughout Phase 1 because every other milestone rests on them:
| Dependency | By when · owner |
|---|---|
| Published Course Package spec finalised (five open items closed) | End of July 2026 · the-code |
| Studio golden-slice complete at real course level | End of August 2026 · the-code |
| HBMSU inputs — 14 course syllabi, CLOs, assessment materials, SME reviewers assigned | End of July 2026 · HBMSU |
| Moodle LTI configuration + a real instance for integration testing | By August 2026 · HBMSU |
| Team harmony — a working collaboration model (architecture reviews, integration checkpoints, joint sessions) | Ongoing · both — load-bearing on every milestone |
Phase 1 success criteria
By the end of Phase 1 (January 2027), the following should be true:
- The learner platform is live and operational; the 14 foundation courses are produced in Studio and delivered through the Adaptive Learning System.
- The AI-supported learner journey is functional end-to-end; the AI Companion is present with all structural constraints enforced.
- Structured mastery-node course design runs in the runtime; refined CLOs and aligned assessments are in place.
- Basic course-level recommendation is live; the basic academic dashboard is functional across the six roles.
- The SME review and quality-assurance workflow is operational; up to 200–300 Spring 2027 learners are using the platform.