[MTF] · EARLY ACCESS
Sovereign Education Ecosystem

Motif is one sovereign ecosystem for the entire classroom. It pairs a local-first tutor for students with an offline copilot for teachers, curriculum-aligned, in Kiswahili and English, running entirely on the hardware a school already owns. No internet, no telemetry, and no student data ever leaving the device.

2
Modules, one system
7
Learning modes
4GB
RAM floor
0
Data egress

If a model cannot teach in the language of the classroom, it cannot teach the classroom.

Kiswahili · English · Offline · On-device

01One ecosystemBoth sides of
the room

Most education AI serves only one side of the room. Motif covers both, the student learning and the teacher’s workload, as a single system that shares the same models, the same languages, and the same sovereign footprint.

MTF · ONE RUNTIME, TWO MODULES
LOCAL RUNTIMESHARED MODELSschool hardware4 GB RAM floorSTUDENT TUTOR7 learning modesflashcards + quizzesgamified progressTEACHER COPILOTlesson plansexams + markingreport commentsNOTHING CROSSES THE SCHOOL GATE
02For studentsLocal-first
tutor

01

Seven learning modes

Tutor, Practice, Homework, Research, Code, Exam, and Chat: one tool for every way a student needs to work.

02

Spaced repetition

SM-2 scheduling with auto-generated flashcards turns any lesson into durable, long-term recall.

03

Auto-generated quizzes

Quizzes and practice sets are produced from the material the student is actually studying.

04

Native language

Instruction in Kiswahili and English without a translation layer flattening nuance or meaning.

05

Runs locally

Everything lives on the student’s machine. No accounts, no cloud, nothing to breach.

06

Gamified progress

Streaks and progress tracking that make consistent study feel like momentum, not a chore.

03For teachersOffline
copilot

01

Lesson planner

Full curriculum-format lesson plans with objectives, timing, and assessment, drafted in seconds.

02

Exam generator

Multiple-choice, structured, and essay questions with a complete marking scheme, ready to print.

03

Marking assistant

Marks written answers question by question with a confidence score and actionable feedback.

04

Report comments

Batch-writes report comments for an entire class, plus class-readiness insights at a glance.

05

Modest hardware

Runs on a school computer with as little as 4 GB of RAM, no server room required.

06

Fully offline

No internet, no telemetry, no student data ever leaving the device.

04SovereigntyOn premises,
by default

Motif was designed for schools that cannot assume reliable internet, cloud budgets, or hardware to spare. It runs on machines schools already own, in the languages they already teach in, and keeps every student record on the premises by default.

Both modules share one runtime and one set of local models, so a school deploys a single ecosystem rather than stitching together separate tools. What you install, you keep, through the term, the year, and the budget cycle.

Languages
KiswahiliEnglishNative, no translation layer
Deployment
Fully offlineOn-device4 GB RAM floor
Data
Stays on the premisesNo telemetryZero egress

Bring sovereign AI to your classrooms.

Motif deploys as one ecosystem, student tutor and teacher copilot together, on the hardware your schools already own, in the languages your classrooms actually use.