# MapView Geographical Solutions — Full Reference > Last updated: 2026-05-25 > AI-first engineering studio behind AVLView — powering fleet operations for 50,000+ vehicles across 30+ countries. From concept to scale. ## About MapView is the engineering powerhouse behind AVLView and a growing portfolio of AI-powered systems. Based in Calicut, Kerala, India — building for the world. - Founded: 2009 - Location: Calicut, Kerala, India - Team size: 18 - Countries served: 30+ - Vehicles tracked: 50,000+ - System uptime: 24/7 ### What sets MapView apart - 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. --- ## Flagship product: AVLView AVLView is a GPS fleet management platform. Real-time tracking, predictive maintenance, fuel analytics, and AI-driven insights — all in one platform. White-label ready for partners. ### Core features - 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. ### Product capabilities - 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. ### AI capabilities Intelligence is built into every layer of AVLView — not bolted on as an afterthought. - 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. ### AIS 140 compliance (India) 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. - VLTD (Vehicle Location Tracking Device) compliant - Emergency alert and panic button support - Data reporting to state transport servers - Over-speed, route deviation, and SOS alerts - Works with all AIS 140 approved devices --- ## Engineering services Beyond AVLView, MapView designs and builds custom software products for businesses who need real engineering, not templates. - Product design and UX: User research, wireframing, prototyping, and UI design. We design systems people actually want to use, not just screens. - Web and mobile development: React, Next.js, Flutter, Node.js, PostgreSQL. Modern stacks, clean architecture, built for scale from day one. - Cloud and infrastructure: AWS deployments, containerisation, Kafka streaming, real-time data pipelines. We run systems that process millions of data points daily. - AI and 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 and hardware integration: GPS devices, OBD-II readers, fuel sensors, CAN bus data. Bridging the physical and digital for real-world systems. ### Technology stack React, Next.js, Node.js, PostgreSQL, Kafka, Redis, AWS. For mobile: Flutter. AI/ML: anomaly detection, predictive maintenance models, and natural language insight generation. --- ## Team OS by enrol.team ### What it is Team OS is not an HRMS. It's a delivery visibility platform that answers "what did my team actually ship today?" — not just "who clocked in." Built for Indian small businesses and remote-first teams with 5–50 employees who are currently using Excel, WhatsApp groups, or bloated enterprise tools that solve half their problems. Positioning: "The people OS for small teams that ship." ### The problem it solves Every morning, founders open WhatsApp, ask 6 people for updates, get 3 replies, chase the other 3. One gives a vague answer. Chase again. By 11 AM they have a rough picture of where things stand. Team OS replaces that loop entirely. Every morning, an AI individually talks to each team member. It asks what they're working on, flags what's overdue, tells them who's waiting on their work. If their answer is vague, it pushes back. By 10 AM the founder has everything they need without chasing a single person. ### Core features - AI daily check-in: 6-step conversational debrief at clock-out powered by Claude. Injects task, issue, and follow-up context. Extracts structured outcomes. Remembers previous days. Pushes back on vague answers. The founder gets a clean morning summary. - Face recognition attendance: field workers scan their face on their phone — GPS-stamped, liveness-verified via AWS Rekognition + Amplify Liveness. No app install, no Google account needed, no buddy punching. QR code punch at job sites as an alternative. - Attendance with activity heartbeat: auto-close with signal inference, clock-in gated meeting access (forces daily adoption). - Leave management: atomic balance counters, comp-off credit chain with full traceability, carry-forward with expiry, per-event quotas. - Task tracker: kanban + list view, delay ratio tracking, carried-forward count, checklists, WIP limits, AI task parsing from natural language. - Issue tracker with AI-first intake: freeform description auto-classified into structured fields with duplicate detection. Triage queue. Issue-to-task bridge with bidirectional status sync. - Daily logs: plan carry-forward from yesterday, blocker categorisation, draft auto-save. - Daily priorities: one priority per person per day, optional task link, team-wide priority board for managers. - Standup meetings: Google Meet auto-generation, mood picker before join, skip reasons, attendance streaks. - Meeting recording and transcription: bot joins Google Meet, OpenAI Whisper transcription, per-speaker standup extraction, AI-generated follow-ups with action items that auto-resolve when addressed in subsequent meetings. - Wiki knowledge base: WYSIWYG editor, versioning, file attachments, category drag-reorder, unread indicators. - Reports: on-demand team and individual scorecards, delay ratios, attendance trends. - Kaizen (improvement suggestions): anonymous submissions, voting, admin review workflow, featured suggestions. Surfaces ideas from quieter team members who never speak up in meetings. - Team pulse and heads-up: real-time "who's doing what", late arrival and leaving early notices. - Goal tracking: org-level goals with AI-powered contribution analysis per staff member, momentum scoring. - Notifications: real-time via subscriptions, audio alerts, browser notifications, per-type mute preferences. - Audit trail: 70+ tracked actions with full details. - Day score and streaks: gamified consecutive-day streak tying on-time clock-in, daily priority, and daily log together. - Command palette: Cmd+K fuzzy search across tasks, pages, and quick actions. - Bookmarks: cross-module bookmarking with pinned sidebar widget. ### What makes it defensible 1. AI check-in with structured outcome extraction — not "we added ChatGPT." Custom tool-calling flow, memory of previous days, task context injection, team digest generation. Months of prompt engineering iteration. 2. Compound data advantage — every day a team uses it, it accumulates structured outcome data that powers better AI summaries, better reports, and eventually predictive analytics. After 6 months, switching means losing this intelligence. This is the real lock-in. 3. Face recognition + QR for field workers alongside office workers in one platform with one reporting layer. 4. Standup gating as adoption mechanism — forcing function for daily adoption that solves "nobody remembers to clock in." 5. Meeting intelligence pipeline — record, transcribe, extract per-speaker updates, generate follow-ups, track resolution across meetings. 6. Issue-to-task bridge — assigned issues auto-spawn tasks, status changes sync bidirectionally. ### How it's different from competitors No competitor combines attendance + task delivery + daily logs + AI-powered check-ins + issue tracking with AI triage + meeting intelligence + kaizen + team culture features in one product. Zoho People, BambooHR, Keka, greytHR, and Gusto treat attendance and leave as compliance checkboxes. Team OS treats them as signals in a delivery pipeline. ### Pricing | Tier | Price | Team size | Highlights | |------|-------|-----------|------------| | Starter (Free) | $0 | Up to 3 | Attendance, leave, daily logs, basic tasks | | Pro | $4/user/month | Up to 50 | AI daily check-in, face recognition, full task and issue tracker, wiki, kaizen, reports | | Business | $8/user/month | Unlimited | Meeting recording + transcription, AI follow-ups, shift scheduling, billable hours, API access, unlimited audit trail | ### Founding 100 program Signups are now open on a first-come, first-served basis. First 100 teams get lifetime pricing locked at launch rates, direct access to the team building it, and input that shapes what ships next. ### Sign up Sign up at https://enrol.team. Launching July 2026. --- ## Frequently asked questions Q: What is AVLView and who is it for? A: 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. Q: Is AVLView AIS 140 compliant for India? A: 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. Q: Can I white-label AVLView under my own brand? A: Absolutely. AVLView offers full white-label capability — your brand, your domain, your colours. We handle the technology; you own the customer relationship. Q: Does MapView take on custom software projects? A: Yes. Beyond AVLView, MapView offers full-stack product engineering services — from design and prototyping through to deployment and maintenance. Q: What technologies does MapView work with? A: 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. --- ## Contact - Website: https://mapview.in - Contact form: https://mapview.in/contact - Email: info@mapview.in - Office: MapView Geographical Solutions Pvt. Ltd., Opp. Planetarium, Jafarkhan Colony Road, Calicut 673006, Kerala, India - Twitter: https://twitter.com/mapview - Facebook: https://www.facebook.com/Mapview.in/ ## Legal - Privacy policy: https://mapview.in/privacy-policy - Cookies policy: https://mapview.in/cookies-policy