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Maestro.
AI-native · Adaptive · Expert-governed

The next generation of learning systems.

Maestro unifies course creation and delivery in one platform — adaptive to every learner, governed by your experts, and running alongside the LMS you already have.

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From approved learning outcomes to a live adaptive course in minutes — with every academic decision behind an expert gate.

Maestro Studio
Mastery nodesModule 3 — The First Law
N-311Energy as a system propertyConcept
N-312Heat vs. work transferDistinction
N-313“Heat is a substance”Misconception
N-314First-law energy balanceProcedure
N-315Throttling valve analysisApplication
Evidence Check · N-314
4 signals · variant pool 314-B
Awaiting expert approvalReviewer: Dr. L. Haddad
Nothing reaches a learner unreviewed.
LTI 1.3
SAML / OIDC
WCAG 2.2 AA
Canvas
Moodle
Blackboard
Brightspace
SAP SuccessFactors
GDPR
FERPA
A different foundation

Engineered around innovative AI concepts

Legacy platforms were never designed for.

01

A persistent, per-learner model of knowledge.

Every learner carries a living model of what they know — per-concept mastery beliefs built from evidence, maintained across every course they take.

The learner model
02

AI-native adaptation, individual to each learner.

The adaptive engine reads four evidence signals against each learner's own model and routes them to the step that genuinely moves them forward.

The adaptive engine
03

Assessment that produces defensible evidence.

Evidence Checks separate a careless slip from a real gap from a held misconception — producing mastery records that stand up to boards and auditors.

Evidence Checks
04

Self-paced for the learner. Fully governed by your experts.

Learners advance on demonstrated mastery at their own pace, while your subject-matter experts approve every academic decision before it ships.

Studio & Journey
Built for two mandates

Choose your starting point.

Institutions · Faculty · Programme leaders

For higher education

For higher education and the decision-makers who answer for it — mastery, governance, and outcomes that stand up to boards, accreditors, and audit.

Maestro
Teams · L&D · Fast-moving companies

For corporate L&D

For corporate learning and development — rapid ramp-up, training scoped to exactly what the role requires, and measurable impact within days.

Maestro Swift
One platform

Course creation and delivery, unified for the first time.

Studio and Journey share one data model, one evidence engine, and one governance layer — so nothing is exported, converted, or lost between authoring and delivery.

Studio

AI course engineering from your learning outcomes — with your subject-matter experts approving every academic decision before it ships.

Maestro Studio
Mastery nodesModule 3 — The First Law
N-311Energy as a system propertyConcept
N-312Heat vs. work transferDistinction
N-313“Heat is a substance”Misconception
N-314First-law energy balanceProcedure
N-315Throttling valve analysisApplication
Evidence Check · N-314
4 signals · variant pool 314-B
✓ Approved by Dr. L. HaddadPublished to Journey
Nothing reaches a learner unreviewed.

Pulse

Real-time learning analytics: where understanding is strong, where it is thin, and where support should go next.

Maestro Pulse
Section B · 47 learnersLive
0Active this week
0%Median mastery
0Open interventions
Mastery by concept
Properties & state
Energy transfer
First-law analysis
12 learners share one misconception on sign conventionsSuggested intervention ready

Journey

Adaptive delivery: every learner moves on demonstrated evidence, never on time served.

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Compass

Curriculum improves continuously while records stay intact — governance without re-versioning.

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Integrations & LTI

Launches from Canvas, Moodle, Blackboard, Brightspace, or SAP SuccessFactors. Grades flow back.

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A living picture of every learner

The learner model.

Maestro maintains a living picture of what every learner actually knows — updated by evidence, never by clicks or completion. The adaptive engine reads it to route each learner to the next step that genuinely moves them forward, and shows its reasoning in the open.

Maestro Journey
Learning path · A. OseiModule 3
Energy as a system property✓
Heat vs. work transfer✓
First-law energy balanceIn progress
Boundary work in pistons
Steady-flow devices
Mastery beliefFirst-law energy balance
62% · consolidating
Response
Reasoning
Confidence
Process
Evidence updates the belief; the belief routes the path.
Evidence, not scores

Four signals on every check. One defensible picture.

Each formative check reads the response, the reasoning, the learner's confidence, and the process that produced it — separating a careless slip from a genuine gap or a held misconception.

01

Response

What the learner actually answered — the item outcome itself.

02

Reasoning

The thinking that led there, elicited and read as evidence.

03

Confidence

How sure they were — calibration between confidence and correctness.

04

Process

How they got there: response time, revisions, the path taken.

Four evidence signals resolving into one mastery belief — the Signal Thread.

Operational impact

Numbers we stand behind today.

No inflated claims — these are the operating characteristics of the platform, measurable on any course you bring.

MinutesAuthoring cycle timeAuthoring and publishing cycles, compressed from months to minutes.
0Evidence signals per checkResponse, reasoning, confidence, and process — read together.
0%Expert-gated decisionsNothing reaches a learner unreviewed. Your experts approve every academic call.
0Diagnosable node typesFrom concepts and misconceptions to judgment and integration.

Security, compliance, and AI governance — documented, not implied.

Data handling, academic-integrity architecture, and the human gate on every AI decision.

Visit Security & Trust
Coexistence — or standalone

Your LMS stays the system of record.No LMS? Maestro stands on its own.

Maestro launches over LTI 1.3 from the systems you already run and reports grades and outcomes back through Assignment & Grade Services — learners arrive through your single sign-on, nothing to migrate. And where there is no LMS, Maestro operates as a complete learning environment in its own right: enrolment, delivery, records, and analytics, self-contained.

Runs alongside
SAP SuccessFactorsMoodleCanvasBlackboardWorkday LearningCornerstoneD2L BrightspaceOpen edX+ any LTI 1.3 tool
Maestro Compass
Curriculum changes · ME 2100Records intact
Split N-315 into two nodesDr. L. Haddad · evidence: Two distinct skills detected
now
Refined feedback on N-313 misconception probeDr. L. Haddad · evidence: 9 identical wrong rationales
2d ago
Added worked example to N-314T. Brandt · evidence: Median attempt time 2.4× target
5d ago
Retired weak distractor in EC pool 314-BDr. L. Haddad · evidence: Non-diagnostic (98% pass)
1w ago
Change · N-315 · Throttling valve analysis
One node covering valve + nozzle analysisN-315a Valves · N-315b Nozzles — records preserved
Content identity persists as curriculum improves — learner records never re-version.
How it works

The ideas behind the system, written for anyone.

Mastery nodes, Evidence Checks, integrity by design, honesty economics, the adaptive engine, the template library, and course engineering — each explained in full.

Read the concepts
Mastery nodesEvidence ChecksAcademic integrityHonesty economicsThe adaptive engineTemplate libraryCourse engineering
See it on your own curriculum

Bring one course. We'll show you the next generation.

A guided walkthrough takes your outcomes through Studio, delivers them in Journey, and shows Pulse and Compass working on real evidence.

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