Why Edge AI for Modern Security?
For high security use cases, latency is a critical factor. At Adequate Infosoft, we put Edge AI processing first by utilizing robust processing modules (e.g. NVIDIA Jetson or key specialty microcontrollers such as STM32).
Zero Latency
Threats are detected locally in milliseconds, not seconds.
Bandwidth Efficient
Only essential alerts are forwarded to the cloud thus potentially reducing data costs by as much as 80%.
Privacy First
Sensitive images will remain on-site thereby ensuring adherence to worldwide data privacy standards.
Our Solutions
AI-Powered CCTV Systems with Facial and Motion Recognition
Face and Person Recognition
Our CCTV system uses AI to identify who is inside (authorized) and who is outside (unidentified). If an unknown person passes by your office door at 2 a.m., the system notices that this is out of the ordinary , it detects not only movement but also suspicious activity.
Our CCTV system uses AI to identify who is inside (authorized) and who is outside (unidentified). If an unknown person passes by your office door at 2 a.m., the system notices that this is out of the ordinary , it detects not only movement but also suspicious activity.
Behavior Analysis
The AI goes a step further by identifying unusual behavior patterns, let's take real scenerio, if someone frequently stops in a restricted area or picks up something they shouldn’t, the AI picks up on these subtle cues immediately. This level of observation is nearly impossible for humans to maintain 24 hours a day.
The AI goes a step further by identifying unusual behavior patterns, let's take real scenerio, if someone frequently stops in a restricted area or picks up something they shouldn’t, the AI picks up on these subtle cues immediately. This level of observation is nearly impossible for humans to maintain 24 hours a day. With AI-powered CCTV systems, these cameras do not resemble the old ones that just record. They have facial recognition, scanning faces to determine if a person is known or new. Then there's motion recognition, which detects even the slightest movements. A moving leaf is ignored, but if a person approaches quietly, it triggers an immediate alert. We have fine-tuned the system to minimize false alarms.
IoT-Connected Smart Locks, Doorbells, and Intrusion Alerts
The next layer in our solution includes IoT-connected smart locks, doorbells, and intrusion alerts, smart locks connect via Bluetooth and Wi-Fi, and you can unlock them using an app. The doorbell has a camera, like a video call, so that you can see who is at the door without opening it.
The next layer in our solution includes IoT-connected smart locks, doorbells, and intrusion alerts, smart locks connect via Bluetooth and Wi-Fi, and you can unlock them using an app. The doorbell has a camera, like a video call, so that you can see who is at the door without opening it. Our custom smart system has sensors for intrusion alerts. It includes a vibration detector on the door and a breakage sensor on the window and if someone tries to break in, a siren goes off and lights flash. Everything runs on battery backup, even during a power outage. We tested it, and it stayed active throughout an 8-hour power cut. All these devices work together as a network.
Smart Locking and Access
We have installed smart locks that unlock using biometrics or a code and they connect to the internet, and if someone tries to break into a lock, it will trigger an alarm and quickly notify your AI system, saying, "There's an emergency."
Doorbell and Sensors
Our IoT-connected doorbell and intrusion sensors work on the same network. If the sensor detects pressure on a door or window, the camera will quickly focus on that spot, and you can watch it live on your phone.
Real-Time Mobile Notifications and Remote Access Control
Our solution provides real-time mobile notifications. You will know immediately if there is a delivery person or an unexpected visitor. With remote access control, you can open or close doors, set alarms, or check on your kids when they are home, no matter where you are in the world, offers you extraordinary freedom.
Our solution provides real-time mobile notifications. You will know immediately if there is a delivery person or an unexpected visitor. With remote access control, you can open or close doors, set alarms, or check on your kids when they are home, no matter where you are in the world, offers you extraordinary freedom.
Real Results: Our Successfully Delivered Projects
Our Successfully Delivered Projects reflect our proven expertise and consistent delivery excellence.
Here, we showcase selected case studies which highlight our capabilities and successes in multiple implementations and position as a trusted global technology provider across smart, scalable, and innovative solutions.
Our Recent Solution for a Warehouse
Let's look at the case study in more detail: How an "Internal Leak" Was Prevented.
This story isn't about a bank robbery. It's about a high-security warehouse that held rare artifacts. The warehouse owner came to us to describe their problem. The issue was that, while nothing had been taken forcefully from the warehouse, the owner suspected items were disappearing from inside.
Scenario
In this warehouse, there is a strict protocol for lifting and moving each artifact. Whenever someone lifts an item, two employees must be present, and the action needs to be recorded in a logbook.
The Invisible Problem
We noticed a small difference between the logbook and the physical inventory. There was a loss of about $10,000 in one year. However, the video footage showed no signs of theft. Every employee followed the protocol, and nothing was taken out.
Adequateinfosoft's AI solution - "Protocol Deviation Detection"
We built a specialized AI model that focused on protocol violations, not just theft.
Action Sequence Analysis
The AI learned the timing, order, and location of the correct protocol (e.g., picking up the item, opening the logbook, filling in the entry, and having another employee sign it).
Minute Deviation Tracking
Next, we tracked employee B. The AI observed that when employee B was with a colleague, he took an unusually long pause (4-7 seconds) between picking up the item and signing the logbook.
Analysis Revealed
When the AI combined this 4-second pause with a specific dark corner, it showed that employee B deliberately held the item between his body and the logbook just before making the entry. This allowed a small, hidden camera to record its serial number. He wasn't taking the item out, he was stealing its essential data (the serial number) while inside, which was later used to create counterfeit items on the external network.
Impact
We uncovered an internal leak caused by a combination of a short pause and a dark corner. This demonstrates that our AI technology can detect subtle nuances in human behavior that a person could not observe around the clock. This capability is far superior to any off-the-shelf solution available online.
Core Technology: How We Make It All Possible
We use reliable and proven technologies:
Custom AI Model Training
We train our AI models on frameworks like TensorFlow/Keras, allowing them to learn based on your requirements.
Faster Data Processing (Edge AI)
We perform AI processing directly on the camera (Edge Devices), such as NVIDIA Jetson. This reduces the need to send data to the cloud, delivers alerts faster, and saves bandwidth.
Secure Cloud and Apps
Our solutions run on AWS/Azure, and we develop powerful and secure mobile apps with React Native/Flutter.
Explore Our Portfolio of Successful Case Studies

Smart Industrial Safety
We designed a Gas Leak Detection System with AI cameras integrated that provide thermal monitoring and predictive analytics to quickly identify potential leaks in petrochemical plants.
Read full case study
Intelligent Property Management
Developed an automated access system through the use of AI Face-ID, RFID, and IoT-based smart locks to allow guests of hostel chains access without having to manually access doors.
Read full case study
IoT & AI-Enabled Rental Property Management System
With an enhanced rental property management system that includes smart locks, AI cameras, and gas detection, property owners are able to manage their properties remotely. The benefits of this enhanced rental property management system are as follows:
It provides remote access to properties, real-time video surveillance, and safety alerts, resulting in efficient management of tenants by landlords.
It also provides improved security and reduced risk for the property owner and provides a smarter, safer experience for the tenant.
Read full case studyWhat We Do: Your Need, Our Job
Our job isn't just to sell technology, it's to solve your problem.
Customization Solution
Adequateinfosoft has been offering development services because every place has its own specific needs. Our most basic service is custom security and surveillance solutions. The needs of a small store are different from those of a multinational company and sometimes, people come with their own unique ideas and solutions.
Adequateinfosoft has been offering development services because every place has its own specific needs. Our most basic service is custom security and surveillance solutions. The needs of a small store are different from those of a multinational company and sometimes, people come with their own unique ideas and solutions. So, we create custom security and surveillance solutions that consider your layout, threats, and budget. Whether it's a 2BHK flat, a small shop, a form-house, a villa, or a factory, we will design a solution for you. We begin with a site visit and a risk assessment, and then proceed with the installation. Our solutions are affordable but still high-quality.
Making Old Systems Smarter
Now third-party CCTV camera SDK and API integration. There are many brands in the market, including Hikvision, Bosch, and TP-Link. We integrate their SDKs into our AI system. Have an old camera? No problem, you can upgrade without replacing it.
Now third-party CCTV camera SDK and API integration. There are many brands in the market, including Hikvision, Bosch, and TP-Link. We integrate their SDKs into our AI system. Have an old camera? No problem, you can upgrade without replacing it. Data flow from the API is smooth, with real-time feed and analytics. One client had a 10-year-old setup, and we integrated it. They said, "It's performing like new." This is the best option for saving time and costs. If you already have cameras installed by a company, you don't need to throw them away. We can connect various third-party CCTV camera SDKs and APIs with our AI platform. This way, you won't waste your existing investment, and you'll benefit from AI.
Your Own Control Panel
We've noticed that ready-made apps often fall short. That's why we design custom mobile apps, software, and web apps. Your system should operate as simply and uniquely as your business.
We've noticed that ready-made apps often fall short. That's why we design custom mobile apps, software, and web apps. Your system should operate as simply and uniquely as your business.
Trust & Compliance
We provide you with a secure environment that meets all international standards of security, as an international firm with offices in the UK, USA, EUROPE, Canada, UAE, and India, we build solutions that adhere to global security protocols:
End to End Encryption
Your video feed is encrypted from the moment it is captured until it reaches your dashboard, using AES-256 encryption.
GDPR & CCPA Compliance
Our facial recognition modules include data-anonymization features to protect the privacy of our users.
24/7 Monitoring Integration
Our systems are designed to allow seamless integration with professional monitoring centers, to help ensure safety 24/7.
Scalable Ready-to-Deploy Modules or Fully Custom Engineering
We provide scalable smart surveillance systems tailored to your business needs, whether you require ready-to-deploy modules or fully custom engineering.
Our team builds complete, production-ready solutions using AI-integrated monitoring along with smart locks, cameras and sensors that link together to provide your business with a proven system for real-time detection of threats and to enable your business to gain secure, reliable and expandable security assets over time.
Technical Features for "Ready-Made"
| Feature | Capability |
|---|---|
| Object Recognition | Accurate detection of people, vehicles, and unattended packages. |
| Facial Analytics | Secure OTP, QR, and Face-ID based access control. |
| Instant Alerts | Push notifications via Flutter-based mobile apps and SMS. |
| Legacy Integration | Connects AI capabilities to existing CCTV/IP camera hardware. |
More to come
Security is no longer just about locks and keys, it's an investment in intelligence. At adequateinfosoft, we understand this. We're not just providing you with a camera system. We're offering you a smart security partner that works with you around the clock.
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