01
Students, clear at a glance
Progress and service status stay visible.
STUDENT PROFILE
PS
Priya ShahTraining in LMV
ActiveClasses completed08 / 12
Built for driving schools in India
Driving school with better coordination.
Student progress, class schedules, and WhatsApp updates. One calm system for the work that matters.
Made for the work between the lessons.
F FirstMileTuesday, 16 JulyAR
Good morning, AnikaToday's classes
Scheduled06classes
Completed03today
On track82%this week
09:00RK
Ravi KumarLMV - Instructor: Amit
Completed11:00PS
Priya ShahMCWG - Instructor: Amit
Next up14:00SM
Sameer MehtaLMV - Instructor: Neha
AwaitingStudentsSchedulesProgressCommunication
What matters, in one place
Less chasing.
More driving.
Classes, on track
Keep requests, schedules, and completion in sync.
Students, informed
Send essential updates on WhatsApp.
Your 11:00 class has been confirmed.09:42
A clearer rhythm
From enrolment to completion.
Set up
Bring your school, instructors, and schedules together.
Coordinate
Handle student requests and class updates with clarity.
Keep moving
Let every completed class keep progress current.
Communication with care
WhatsApp updates, used responsibly.
FirstMile helps driving schools send enrolled students the operational updates they need: activation, class requests, booking confirmation, and service notifications.
✓Consent-aware✓Operational by design✓Privacy-conscious
WhatsApp is a trademark of Meta. FirstMile is an independent service and is not affiliated with, endorsed by, or sponsored by Meta or WhatsApp.
AI-assisted driving insights
Turn lessons into clearer guidance.
FirstMile is developing an opt-in capability to help instructors turn recorded driving lessons into practical improvement guidance. This is a planned pilot direction, currently under technical validation.
Recorded lesson capture
Connect instructor-approved driving-class recordings to a secure school workspace, with controlled access and clear retention settings.
AI lesson analysis
Use computer vision to explore recurring training moments and patterns across consented driving lessons, giving instructors a stronger basis for coaching.
Guidance that stays human
Present AI-generated observations for instructor review, so the final feedback remains practical, contextual, and grounded in each learner's progress.
AI analysis workflow
Video understanding for instructor feedback
During a consented pilot, FirstMile plans to test whether computer-vision models can turn short, instructor-approved lesson clips into useful coaching signals. The analysis runs on cloud infrastructure with GPU acceleration for video-model experiments and batch processing.
- 01Secure ingestEncrypted pilot uploads with access and retention controls.
- 02Privacy preparationRedaction and frame sampling before model experiments.
- 03GPU inferenceAccelerated vision-model prototyping and batch evaluation.
- 04Human reviewInstructor review of outputs before any feedback is used.
Responsible by default
Data minimisation, access controls, encryption, and clear consent are planned as baseline requirements for every pilot.
Built for reliable analysis
Encrypted storage, GPU-backed model prototyping, batch evaluation, and secure operational infrastructure support the planned lesson-analysis workflow.
Privacy
Privacy matters in day-to-day operations.
FirstMile processes information needed to provide its services to driving schools, including operational account, student, instructor, schedule, and communication information. This information is used to operate the platform, provide requested communications, maintain security, and improve reliability.
Get in touch
Let's talk about your driving school.
A clearer day begins with a simple conversation.
jeevan@firstmile.cloud For product enquiries and business communication. India.About us
FirstMile keeps driving schools moving forward.
FirstMile is an operations platform for driving schools in India. We bring student progress, instructor schedules, class coordination, and essential WhatsApp updates into one dependable workspace.
For product enquiries and business communication, write to jeevan@firstmile.cloud.
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