Smart Surveillance with Vision AI

Turn Your Surveillance System Into Real-Time Intelligence Hub

Introduction

In a time where security risks are more complex and unpredictable, traditional CCTV systems are no longer enough. Passive monitoring, siloed operations, and delayed response can lead to high operational costs, missed incidents, and reputational damage.

Vision AI by TM One transforms your existing CCTV infrastructure into an intelligent security system that doesn't just watch — it understands and acts. Powered by AI, Vision AI interprets video feeds in real-time to detect threats, automate alerts, and deliver actionable insights — all while reducing manpower dependencies.

Challenges Faced By Enterprises & Government Agencies

Today’s organisations are expected to protect people, assets, and operations — across multiple sites, in real time. However, traditional surveillance systems present major limitations that hinder security effectiveness and increase operational cost. Below are five of the most common challenges:

Underutilised Video Data

Massive amounts of CCTV footage are stored but rarely analysed or turned into actionable intelligence.

Manual Surveillance

Conventional CCTV systems rely on human operators to monitor multiple video feeds, often around the clock.

High Operational Cost

Maintaining large security teams and manually managing visitor entries, patrols, and access control consumes both time & resources.

Fragmented Infrastructure

Organisations often use a mix of legacy and newer systems from different brands, making integration complex.

Limited Situational Awareness

Traditional systems record but do not analyse - they lack real-time detection or automated alerts for threats or anomalies.

What is Vision AI?

Vision AI is a form of artificial intelligence that interprets visual data — such as CCTV footage — to detect specific behaviours, objects, or anomalies. TM One Vision AI enables real-time surveillance, instant alerts, and better operational decisions.

Vision AI Features

Real-time Processing

Analyses vast amounts of data from multiple sources instantly, enabling timely decisions based on live conditions and threats.

Actionable Intelligence

Detects suspicious activities and objects, enabling quicker responses and turning insights into valuable decision-making tools.

Customisable Solutions

Leverages historical data and machine learning for flexibility, tailored to specific industry requirements and needs.

Solution Highlights

Ready to deploy models

Over 100 AI Tasks like Intrusion Detection, Face Recognition, People Counting, Safety Compliance, Loitering, Crowd, Fire / Smoke Detection etc.

Customisable AI

Train specific models based on your environment and risks

Multi-brand Compatibility

Works with existing digital CCTV infrastructure - no need to replace cameras

Flexible Deployment

Edge AI: For on-site, real-time processing
Cloud AI: Centralised monitoring with remote access
Hybrid Model: Combine edge speed with cloud scale

Dashboard & Mobile App

Centralised monitoring, near real-time alerts, data logging

Success Story

Smarter Surveillance, Stronger Security: A Vision AI Success Story

A major network operator depended on manpower‑heavy, manual processes to safeguard its premise. Over 1,600 guards managed visitor access via logbooks and a Guard Tour System, while surveillance remained passive, reviewing past CCTV footage and issuing alerts only after incidents occurred. Centralised monitoring covered just a fraction of sites, and emergency response relied on on‑site inspections and delayed notifications.

The Solution: Vision AI DSS

Smart Access Control

Facial recognition & people counting for automated entry

Real-Time Safety Compliance

PPE checks, object detection & behavioural analytics

Intelligent Threat & Hazard Detection

Loitering, intrusion, tampering, smoke & fire alerts

Unified Command Platform

Centralised control via Vision AI Dashboard, VMS, VSaaS & FORCE apps

The Results

The customer reduced manual operations, optimised manpower, and accelerated response times through real-time, AI-driven alerts. The shift from reactive to predictive surveillance enabled smarter, faster decision-making—ultimately establishing a future-ready, intelligent security model. ##put in cost savings

REAL-WORLD USE CASES

Security & Enforcement
Manufacturing
Retail
Healthcare
Agriculture

Perimeter Intrusion Detection

Detects unauthorized access or suspicious movement in restricted zones.
Enables real-time alerts for quicker response and incident escalation.
Reduces reliance on manual guard patrols, lowering operational costs.

Worker Safety & PPE Enforcement

Ensures workers in hazardous zones wear required PPE (helmets, vests, gloves).
Minimizes workplace accidents and improves compliance with safety SOPs.
Provides automated audit logs for regulators and internal reporting.

Queue Monitoring & Customer Flow Analysis

Detects long queues and automatically alerts managers.
Analyzes heatmaps to optimize store layout and product placement.
Improves customer experience by enabling faster cashier deployment.

AI-Assisted Patient Safety Monitoring

Monitors wards and hallways to detect falls and wandering patients.
Restricts unauthorized access to sensitive areas (e.g., ICU, pharmacy).
Enhances patient safety and reduces staff workload.

Fruit Ripeness & Defect Detection

Automatically identifies fruit ripeness for optimal harvest timing.
Detects defects such as bruising, cracks, and discoloration.
Increases yield quality while reducing manual inspection effort.

Why Choose TM One?

Trusted Partner for Enterprises & Government

TM One is the business solutions arm of Telekom Malaysia, delivering secure and reliable digital solutions trusted by leading enterprises and government agencies nationwide.

Comprehensive End-to-End Solutions

From connectivity and cloud to cybersecurity, data centres, and AI-driven smart services, TM One provides a complete ecosystem to support digital transformation.

Local Expertise, Regional Strength

With teams across Malaysia and Indonesia, TM One combines deep local knowledge with regional reach to deliver customized, value-based solutions.

Ready to Explore What We Can Achieve Together?
Get In Touch with Our Team Today.

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