Lesson context in
You provide the factual observation. The model is told to use that note only and not invent events, interventions, outcomes or skill levels.
Advanced, focused lesson intelligence
A modern GPT-5-class model, built into the driving-instructor workflow.
InstructorLane uses OpenAI GPT-5 mini for tightly defined lesson-record tasks: it organises the factual note you submit into a concise, editable draft without becoming a general-purpose chatbot.
What the model does
Turn fresh lesson evidence into a useful record.
The model is selected for strong reasoning on precise, well-defined tasks. It receives only the lesson note and the options you have enabled, then returns structured fields that are quick to verify.
- Draft a clear pupil-facing lesson summary
- Organise evidence-supported strengths and improvement points
- Suggest a short, practical next-lesson plan
- Keep wording cautious and grounded in the submitted note
- Return editable output instead of changing records
Not an open-ended chatbot
Restricted to InstructorLane’s professional purpose.
The cloud model is prompted and technically constrained to driving-lesson administration. It does not browse the web, answer unrelated questions or act as an authority on current law, DVSA decisions or Highway Code amendments.
Structured draft out
A strict response format limits the result to the summary, strengths, areas to revisit and next-plan fields used by InstructorLane.
Instructor decides
You edit, reject or approve the result. The model cannot grade the pupil, decide test readiness or update a record by itself.
Control every assisted option
Use the parts that save time. Switch off the rest.
AI controls are available in Settings, so each instructor can choose how much assistance is appropriate for their workflow.
- Master AI lesson-review switch
- Advanced cloud model on or off
- Pupil-friendly summaries on or off
- Strength and improvement prompts on or off
- Next-lesson suggestions on or off
- Evidence-linked lesson suggestions on or off
Quality with controlled running cost
Advanced enough for the task, efficient enough for everyday use.
The production default is GPT-5 mini with low reasoning effort, a short input limit and a compact structured output. A daily fair-use limit protects the service from automated abuse, while a local analyser keeps the lesson workflow available if cloud AI is offline.
- One focused request per lesson draft
- No costly general chat history
- No web-search or external tools attached
- Short output limits reduce latency and token use
- Manual workflow and local fallback remain available
Included in the complete product
Get the appsModern AI assistance without surrendering professional control.
The same focused AI workflow, future supported improvements and product support are included in both monthly and annual subscriptions.