We build intelligent software that moves industries.
AI-first engineering studio behind AVLView — powering fleet operations for thousands of vehicles across 30+ countries. From concept to scale.
Trusted by fleet operators and partners worldwide
Flagship product
AVLView. Fleet management,
reimagined with AI.
Real-time tracking, predictive maintenance, fuel analytics, and AI-driven insights — all in one platform. White-label ready for partners.
Real-time GPS tracking
Live vehicle positions, geofencing, route replay, and trip history with sub-minute data refresh.
Predictive maintenance
AI analyses engine diagnostics and service history to predict failures before they happen.
Fuel anomaly detection
Machine learning spots fuel theft, unusual consumption, and terrain-adjusted efficiency deviations.
Fleet health scoring
Weighted five-factor score covering maintenance, driving behaviour, fuel, utilisation, and compliance.
White-label platform
Your brand, your domain. Full platform customisation for tracking partners and resellers.
Fleet health score
Good — 87/100AI Insight
Action needed3 vehicles showing abnormal fuel consumption patterns in the last 7 days. Estimated excess cost: ₹18,400/week. Recommended: check fuel sensor calibration on KL-58-C-4012, KL-58-C-4019, KL-58-C-4027.
The product
Your entire fleet,
from any device.
A single platform for live tracking, analytics, dispatch, and driver management — built for teams who run fleets, not dashboards.
Live tracking across every device
Real-time vehicle positions with sub-minute refresh, geofencing, and route replay — on any screen.
Automated dispatch and scheduled reporting
Intelligent job assignment, trip logging, and reports that generate themselves on schedule.
Driver behaviour and fuel analytics at a glance
Scorecards, consumption patterns, and anomaly alerts — all surfaced before you have to ask.
India market
AIS 140 compliant. Government-mandated GPS tracking.
Every commercial truck, taxi, bus, and transport vehicle in India requires AIS 140 certified tracking. AVLView meets every requirement — and goes far beyond basic compliance.
Talk to us about compliance →Certified
- VLTD (Vehicle Location Tracking Device) compliant
- Emergency alert & panic button support
- Data reporting to state transport servers
- Over-speed, route deviation & SOS alerts
- Works with all AIS 140 approved devices
AI capabilities
Intelligence built into every layer.
We don't bolt on AI as an afterthought. It's woven into the core of how our systems process, analyse, and surface decisions.
Predictive maintenance
Engine diagnostics, service intervals, and failure patterns analysed to predict breakdowns weeks before they occur.
Cost optimisation
AI identifies the highest-impact cost reduction opportunities across fuel, maintenance, routes, and driver behaviour.
Real-time anomaly detection
Fuel theft, unauthorised trips, harsh driving events, and deviation from expected patterns — flagged instantly.
Driver scorecards
RAG-scored driver performance with gamification, financial impact framing, and actionable coaching suggestions.
Terrain-adjusted analytics
Altitude and route data normalise fuel efficiency scores so hilly routes aren't unfairly penalised.
AI insight cards
Natural language summaries and recommendations surfaced daily — no dashboards to dig through.
Engineering services
Full-stack product engineering, end to end.
Beyond AVLView, we design and build custom software products for businesses who need real engineering, not templates.
Product design & UX
User research, wireframing, prototyping, and UI design. We design systems people actually want to use, not just screens.
Web & mobile development
React, Next.js, Flutter, Node.js, PostgreSQL. Modern stacks, clean architecture, built for scale from day one.
Cloud & infrastructure
AWS deployments, containerisation, Kafka streaming, real-time data pipelines. We run systems that process millions of data points daily.
AI & ML integration
From anomaly detection to predictive models — we embed intelligence into your product, not as a bolt-on feature.
SaaS platform build
Multi-tenant architecture, white-label capability, subscription billing, role-based access. We've built it. We know the patterns.
IoT & hardware integration
GPS devices, OBD-II readers, fuel sensors, CAN bus data. Bridging the physical and digital for real-world systems.
About
Our team is your team.
MapView is the engineering powerhouse behind AVLView and a growing portfolio of AI-powered systems. Based in Calicut, Kerala — building for the world.
Product-first mindset
We build and operate our own products — so we understand what it takes to ship, maintain, and scale.
Deep domain expertise
15+ years in fleet tech, IoT, and real-time systems. We solve vertical problems, not generic ones.
AI-augmented team
Our team uses AI tools daily — Claude Code, Copilot, custom agents — making us 3-5x faster than traditional dev shops.
New product
Team OS by enrol.team
The people OS for small teams that ship. Not an HRMS — a delivery visibility platform that answers “what did my team actually ship today?”
AI daily check-in
Every morning, an AI talks to each team member individually. Collects updates, flags blockers, pushes back on vague answers. You get a clean summary without chasing anyone.
Face recognition attendance
Field workers scan their face on their phone — GPS-stamped, liveness-verified. No app install, no buddy punching, no arguments.
Task and issue tracking
Kanban board with delay ratios, AI-powered issue intake with duplicate detection, and bidirectional issue-to-task sync.
Meeting intelligence
Meetings are recorded, transcribed, and action items extracted automatically. Follow-ups auto-resolve when addressed in subsequent meetings.
Kaizen suggestions
Anonymous improvement ideas from your team, with voting and admin review. Surfaces insights from people who never speak up in meetings.
Day score streaks
Gamified habit loop tying on-time clock-in, daily priority, and daily log together. Builds consistency without micromanagement.
Signups are open on a first-come, first-served basis. Founding teams get lifetime pricing locked at launch rates.
Sign up at enrol.team →Your questions, answered.
What is AVLView and who is it for?+
AVLView is a GPS fleet management platform used by fleet owners, transport companies, logistics operators, and GPS tracking resellers. It provides real-time vehicle tracking, maintenance management, fuel analytics, driver behaviour monitoring, and AI-powered insights. It’s available as a direct subscription or as a white-label platform for partners.
Is AVLView AIS 140 compliant for India?+
Yes. AVLView fully supports AIS 140 requirements including VLTD device compatibility, emergency alerts, panic button support, data reporting to state transport authority servers, over-speed alerts, and route deviation monitoring. It works with all AIS 140 approved tracking devices.
Can I white-label AVLView under my own brand?+
Absolutely. AVLView offers full white-label capability — your brand, your domain, your colours. We handle the technology; you own the customer relationship. Ideal for GPS tracking companies, system integrators, and fleet solution providers who want a proven platform without building from scratch.
Does AVLView have a mobile app?+
Yes. AVLView is available on web, iOS, and Android. The mobile app provides live tracking, trip history, alerts, and driver management on the go. Fleet managers can monitor their entire operation from any device.
Which countries is AVLView available in?+
AVLView is used in over 30 countries, with active deployments across India, the Middle East, Southeast Asia, Africa, and Europe. The platform supports multiple languages, currencies, and regional compliance standards including AIS 140 for India.
What is Team OS by enrol.team?+
Team OS is an AI-powered staff management platform for small businesses with 5–50 employees. It combines AI daily check-ins, face recognition attendance, leave management, task tracking, issue tracking with AI triage, meeting transcription with auto-extracted follow-ups, and a kaizen suggestion board — in one tool. It’s not an HRMS; it’s a delivery visibility platform that answers “what did my team actually ship today?” Sign up at enrol.team.
How is Team OS different from Zoho People or BambooHR?+
Most HR tools treat attendance and leave as compliance checkboxes. Team OS treats them as signals in a delivery pipeline. No competitor combines AI-powered daily check-ins, face recognition for field workers, meeting intelligence with auto-extracted follow-ups, issue tracking with AI triage, and kaizen suggestions in one product. Team OS is built for founders who want to know what their team shipped, not just who clocked in.
Does MapView take on custom software projects?+
Yes. Beyond AVLView and Team OS, MapView offers full-stack product engineering services — from design and prototyping through to deployment and maintenance. Our sweet spot is IoT, fleet tech, real-time systems, and AI-integrated applications. We work best with clients who need a long-term engineering partner, not a one-off contractor.
What technologies does MapView work with?+
Our core stack includes React, Next.js, Node.js, PostgreSQL, Kafka, Redis, and AWS. For mobile, we use Flutter. Our AI/ML work spans anomaly detection, predictive maintenance models, and natural language insight generation. We also have deep expertise in IoT protocols, GPS/GNSS systems, and real-time streaming architectures.
Is AVLView cloud-based or on-premise?+
AVLView is a cloud-based SaaS platform hosted on AWS. There is no on-premise installation required — fleet operators can start tracking vehicles within minutes of signing up. For white-label partners, the platform can be deployed on a custom domain with full branding.
Let's build something that matters.
Whether you need fleet tracking, a white-label platform, or custom software engineering — we're ready.
Get in touch →