Little.PM
An AI-powered EdTech platform for experiential project learning, launched in Dubai and Abu Dhabi and later continued in Kazakhstan, with team simulations, trusted-source research and evidence-grounded skills reporting.
From approved curriculum to a live, evidence-rich simulation.
Open the production platform or explore how AI supports teachers and students while deterministic orchestration keeps the teacher in control.
AI assists the learning process without owning it.
Scenario co-pilot
Retrieves approved curriculum context and drafts a structured simulation blueprint. Schema and policy validation happen before a scenario becomes a live class session.
Walled-garden research
Redacts direct identifiers, searches only approved school/global knowledge, refuses unsupported questions and returns age-appropriate answers with citations.
Evidence-grounded reporting
Uses student reflections, teacher comments, observations and current skill levels to draft editable progress comments. The teacher reviews and explicitly approves the report.
Deterministic classroom control
The LLM never changes simulation state. Launch, pause, stage movement, timed events and completion are validated and persisted by the Django orchestration service.
One platform across student, teacher and administration workflows.
The views below show the student journey, the teacher control surface, the teaching calendar and the audited administration layer.

Student journey
Assigned project, project history and access to the approved Research Companion from the learner home screen.

Teacher dashboard
Classes, simulations, live sessions, approved sources and entry points into Scenario Studio, reporting and the research companion.

System administration & audit
Platform administration with searchable audit events across curriculum, knowledge, simulation, assessment and safeguarding workflows.

Academic calendar
A teaching-plan view that connects year groups and planned units with preparation resources and simulation status.