Beyond Hardware: How AIRI and Appization Are Turning AI into a Tradable Commodity – Platform Economics
By analyzing two groundbreaking papers from IndoAI’s leadership, we uncover a quiet revolution in how intelligence itself is being standardized, packaged and scaled — and why this matters far beyond cameras. The future of AI isn’t just in models or chips — it’s in markets. To scale edge AI adoption, we must replace fragmented, opaque […]
The AIRI Imperative: Architecting the Future of Vision Intelligence with the IndoAI Ecosystem
In the rapidly accelerating race toward enterprise automation, the industry has reached a “Complexity Ceiling.” While thousands of AI models exist, the ability to deploy them at scale, maintain security and ensure a return on investment remains elusive for many. To solve this, we are moving beyond simple surveillance and entering the era of Total […]
Convert Existing CCTV into AI in India (2026): A Practical, Numbers-First Guide
Attendance Face Recognition, Visitor Management, Shoplifting Risk, After-Hours Intrusion, PPE Compliance, Fire and Smoke Detection Using an Edge AI Box + App Model (without replacing cameras) India already has CCTV everywhere. The real gap is that most CCTV systems are still passive recorders: they help afteran incident, not before it becomes loss, injury, disruption, or […]
Edge of Innovation: Technology Democratization
Edge AI Cameras with On-Device Analytics in India (2025): Benefits, Buying Guide, and Top Models
If you are evaluating “AI cameras” in India today, the most important question is not the AI feature list. It is where the AI runs. For Indian deployments with patchy uplinks, strict privacy expectations, and multi-site rollouts, edge inference is often the difference between “demo looks great” and “system works every day”.This guide explains the […]
AI Camera: Unique Technique to Hyper AI Personalization for Malls_IndoAI Case Study
How to Add AI Analytics to an Existing CCTV Network in India (Without Replacing Your Cameras)
Most CCTV networks in India were designed for “record and rewind.” But 2025 is forcing a different question: can your camera network prevent incidents, automate routine checks, and generate operational intelligence, not just footage? The good news is you don’t need a forklift upgrade. In most real-world deployments, you can retrofit AI analytics on top […]
The Role of AI Edge Boxes vs NVRs in Indian CCTV Systems: Which Is Better for 2025?
Indian CCTV deployments in 2025 look nothing like a clean “single-brand, greenfield” diagram. They are usually a patchwork: mixed camera vendors across phases, legacy DVRs still alive in a few buildings, multiple NVR generations, and a VMS only in the largest sites. In that reality, the biggest question is not “AI or no AI?” but […]
Data Optimization Using Edge AI: A Framework for Efficient Real-Time Analytics -A Case Study of IndoAI AI Camera
The Rise of Custom AI Solutions: IndoAI ’s Strategic Position in the AI Camera and AI Model Development Ecosystem
