How small can the first pilot be?
A good first pilot can be one cohort, one teacher group, one language route, one first speaking task and one agreed review date.
Run a guided LearnLingo.ai pilot with one class or candidate group, one teacher-led speaking task, and a clear review date. Learners practise privately while teachers see recorded activity, non-assessed coaching and any staff-entered feedback before the next session.
Start with a scoped pilot before adding more classes, learners or departments.
Quick answers
A good first pilot can be one cohort, one teacher group, one language route, one first speaking task and one agreed review date.
Teachers can review recorded speaking activity, non-assessed coaching and any feedback entered by staff to support classroom follow-up. Assignment completion is not currently measured.
Check privacy, consent, access, data-processing needs, support responsibilities and whether the reporting view matches your school process.
Expand only after the pilot review shows learner participation, useful teacher visibility and a workflow your team is comfortable repeating.
School exam support
Education routes connect school learners to GCSE, A-Level, Leaving Cert, and classroom use cases.
School pilots
School pages explain pilots, assignments, reporting, and support for teachers.
School pilots should start with the exam system the department actually teaches, then use official exam-board or school sources to confirm task order, timings, moderation, and access arrangements. LearnLingo.ai provides practice assignments and feedback, not official marks.
Official Cambridge International source check
Cambridge International owns Cambridge IGCSE syllabuses, speaking-test administration, moderation, timetables, and official materials. LearnLingo.ai provides independent international-school speaking practice only.
International cohorts often need English speaking practice for admissions, migration, or healthcare progression. Use the public guide first, then assign practice once the required exam route is clear.
A school pilot should make the learner experience, teacher workload and review evidence clear before anyone asks for a wider rollout.
Use one teacher-led speaking task so every learner gets private practice before class follow-up.
Teachers review recorded practice activity, non-assessed coaching and any staff-entered feedback, then decide what needs classroom attention.
Keep the first rollout practical: a defined cohort, teacher-led assignments, useful reporting and clear privacy boundaries.
Set up one or two teachers, a defined learner group, class invitations and the first speaking task
School benefit:
Start with a controlled group before adding more classes or departments.
Review class activity, recorded speaking minutes, non-assessed coaching and staff-entered feedback
School benefit:
See whether learners used the pilot and what teachers can act on next.
Confirm privacy, access, consent and support expectations before adding real learners
School benefit:
Give leaders and procurement teams clear answers before rollout.
Plan the first task around GCSE, A-Level, Leaving Certificate, IB, Cambridge or workplace topics
School benefit:
Keep the pilot connected to the language route your class already follows.
Runs in the browser and can be planned with your existing Chromebook, iPad, or managed-device setup
School benefit:
Check device and access details during setup without asking learners to install an app.
Start small, prove usage, then decide whether to expand. We help set up the pilot while your teachers keep control.
Choose one cohort, one teacher group, one language route and one review date
Walk through class setup, learner invitations, the first task and the review view
Add the pilot learners and send them to a clear first speaking assignment
Look at recorded usage, coaching usefulness and teacher fit before expanding
Choose a first cohort where speaking practice has a clear job to do, then review evidence before widening access.
The best first pilot is a focused cohort with one or two teachers, a small learner group, real speaking assignments, and a clear review of recorded usage, stored non-assessed AI coaching, and teacher workload.
Our platform aligns with GCSE, A-Level, and Leaving Certificate syllabi. We work with your department to ensure practice topics match your scheme of work and assessment criteria. Students complete practice on the same topics you're teaching in class.
School data is handled through authenticated, school-scoped product flows with trust-centre visibility and controlled support review for export or deletion requests. We discuss any formal data-processing requirements before a live pilot.
For a first pilot, we recommend a short onboarding session covering class setup, assignments, student join flow, feedback review, and the admin report. The first week should be treated as a supported rollout, not a hands-off deployment.
Teachers and school admins can review class membership, assigned work, factual submission activity, recorded speaking time, and separately attributed teacher feedback. Stored AI coaching is labelled non-assessed. We recommend using the first pilot to confirm exactly which reporting views your department needs.
The platform has exam-aware language practice across major GCSE, A-Level, and Leaving Certificate paths. For IB, Cambridge IGCSE, workplace language, or recruitment-training scenarios, we confirm the exact pilot content before setup.