The AI App Storefor Edge Cameras: Appization™ Explained

Appization AI app store for edge cameras showing multi-model deployment on IndoAI EdgeBox with NeuraHub marketplace interface

Research-Backed Deep Dive · Edge AI The AI App Store for Edge Cameras: Appization™ Explained How IndoAI’s Appization™ framework applies the mobile app store model to AI deployment on edge devices — building a developer economy, enabling custom enterprise AI, and laying the foundation for autonomous agentic intelligence. 4 Peer-Reviewed Papers · IOSR-JCE · IARJSET […]

Every Question Your Team Will Ask About EdgeBox — Answered.

Edge AI CCTV upgrade India 2026 showing traditional surveillance vs AI-powered analytics with real-time alerts and EdgeBox device

BREAKING April 1, 2026: India bans Hikvision, Dahua & TP-Link under MeitY STQC regime MHA orders pan-India CCTV audit after Ghaziabad espionage case India Edge AI market projected at $7.55 Billion by 2033 · CAGR 28.1% Indian brands now command 80%+ of surveillance market 507+ CCTV models STQC-certified as of April 2026 Global AI Camera […]

Cost-Effective AI CCTV for Small Businesses in India: 2025 Buyer’s Guide

Cost-effective AI CCTV system for small businesses in India showing smart surveillance in retail and local shops

Small businesses in India don’t have a surveillance problem — they have a loss, safety, and operations problem. From cash counter disputes and staff pilferage to inventory shrinkage and after-hours intrusion, traditional CCTV records incidents but rarely prevents or resolves them. In 2025, AI-powered CCTV systems are helping kirana stores, pharmacies, cafés, cloud kitchens, clinics, […]

Face Recognition on CCTV in India: Attendance + Visitor Management in One Practical Playbook

AI-powered CCTV monitoring system showing face recognition alerts, access granted verification, and watchlist detection with security operator monitoring multiple surveillance feeds in an Indian public setting.

India is witnessing a rapid expansion of AI-driven surveillance and identity automation across airports, corporate campuses, residential communities, and public infrastructure. With organisations under growing pressure to improve security, streamline workforce tracking, and comply with evolving data protection regulations such as the Digital Personal Data Protection (DPDP) Act, face recognition technology is increasingly being deployed […]

On-Prem Smart Video Search for CCTV: Find People and Vehicle Plates Fast

On-Prem Smart Video Search for CCTV

Executive summary Most CCTV systems are built for recording, not retrieval. When something goes wrong, teams fall into the same trap: open video player, scrub timelines, jump between cameras, and hope you don’t miss the key moment. On-prem smart video search flips the workflow from “watch footage” to “query evidence.” Instead of spending hours, operators […]

DPDP Compliance & Governance Framework

DPDP Compliance & Governance Framework

For Face Recognition–Enabled CCTV Deployments in India (Aligned with the Digital Personal Data Protection Act, 2023 and DPDP Rules, 2025) Objective and Scope This annexure documents the privacy, data protection, and governance controls applicable to the deployment of face recognition–enabled CCTV systems in India. The objective is to ensure that biometric-based identification is: This annexure […]