Custom AI Solutions

Bespoke AI Engineering

We Solve Problems Others Can't

Our core strength is not just our product catalogue — it's our ability to build custom AI perception systems for real-world problems. We have delivered solutions that go far beyond traditional video analytics: from reading analog gauges on industrial equipment to using WiFi signals as radar for occupancy detection.

If you have a challenge involving cameras, sensors, audio, or any kind of signal in your environment, bring it to us. We analyse, prototype, and deploy — always with transparency about what the AI can and cannot do.

You describe the problem

Tell us what you want to detect, measure, or automate. Site visit or video call — whatever works.

We assess feasibility honestly

We tell you what's possible, what accuracy you can expect, and what the limitations are — before any contract.

We prototype and validate

We build a working prototype on your data and test it in your environment before full deployment.

We deploy and support

Full deployment with ongoing support, model retraining as conditions change, and dashboard integration.

What We Can Work With

Any IP camera, CCTV, or thermal camera stream
Microphones and audio sensors
WiFi access point signal data
IoT sensors (temperature, vibration, proximity)
Existing recorded video/image datasets
Drone or aerial footage
Industrial machine vision feeds

Our promise

We will not overpromise. Every custom solution comes with a clear accuracy benchmark, known limitations, and a realistic deployment timeline.

Proven Deployments

Custom Solutions We've Built

These are real solutions delivered to customers — not concept features. Each addresses a specific operational problem using AI perception.

Analog Meter / Gauge Reading

AI reads analog gauges, dials, and meters from existing cameras — extracting numeric values and triggering alerts when readings enter danger zones or fall out of normal operating ranges.

Pressure gauges, flow meters, temperature dials
Works with existing camera feeds — no new sensors
Configurable alert thresholds per gauge
Logged reading history with timestamps

Voice / Audio Keyword Alert

Monitors audio streams from microphones to detect specific keywords, phrases, distress calls, or anomalous sounds — triggering alerts in real time. No human listening required.

Keyword and phrase detection (e.g. "help", "fire")
Gunshot, glass break, alarm sound detection
Shouting, aggression, distress vocal pattern detection
Multi-language support available

WiFi as Radar — Presence & Count Detection

Uses WiFi access point signal data (RSSI, CSI) to detect human presence and approximate occupancy counts in a space — without any cameras. Works through walls and in complete darkness.

Camera-free detection — no privacy concerns
Detects through walls and barriers
Works in complete darkness
Approximate occupancy count per zone

Action Recognition

AI identifies specific human actions in video streams — detecting fights, falls, loitering, suspicious behaviour, and other predefined activity patterns in real time.

Fighting and physical altercation detection
Fall detection — elderly care, hospitals
Loitering and suspicious behaviour detection
Custom action classes trained on your data

Drone & Aerial Object Detection

Detects drones, UAVs, and low-flying aircraft in camera feeds — providing early warning for sensitive facilities, airports, and events where aerial intrusion is a security risk.

Consumer and commercial drone detection
Bird vs drone discrimination
Works with upward-facing wide-angle cameras
Instant push notification on detection

Industrial Defect & Anomaly Detection

Visual AI inspects products, equipment, or infrastructure for defects, damage, or anomalies — replacing manual quality inspection with consistent, tireless automated checking.

Surface defect detection on production lines
Equipment wear and damage monitoring
Infrastructure inspection (cracks, corrosion)
Trained on your specific defect catalogue

WiFi Radar — Camera-Free Presence & Occupancy Detection

Action Recognition — Fight & Aggression Detection

Sector Deep Dive

AI Solutions for Schools & Educational Institutions

Schools present a unique set of safety, operational, and compliance challenges. Our AI platform can address them comprehensively — here's how.

AI Safety Monitoring — School Corridor with Face Recognition & Stranger Alert

The School Safety Challenge

Schools must protect hundreds of students from external threats, internal incidents, and operational risks — simultaneously. Traditional security guards cannot monitor every corridor, gate, playground, and classroom. CCTV alone records but does not respond.

Our AI acts as a tireless, always-attentive layer on top of your existing cameras — detecting threats, automating operations, and alerting staff instantly.

AI Applications in Schools

Gate & Perimeter Security

Detect unauthorised visitors, vehicles, or persons attempting to enter school grounds after hours or through unauthorized entry points. Virtual fencing triggers alerts the moment a perimeter is breached.

Automated Student Attendance

Face recognition at school entrances automates attendance marking — no roll call, no manual register. Generates instant alerts if a student is absent without notification, and notifies parents via push notification.

Requires face enrollment database

Unknown Visitor & Stranger Alert

Any face not in the enrolled staff/student database triggers an immediate alert to security personnel. No stranger can enter the school without being flagged — even if they follow a legitimate person through the gate.

Fight & Aggression Detection

Action recognition AI monitors corridors, playgrounds, and common areas — detecting fights, physical altercations, and aggressive behaviour in real time. Alerts are sent to teachers and security before the incident escalates.

Requires good camera angle coverage

Crowd & Assembly Monitoring

Monitor student assemblies, canteen queues, and school events for overcrowding. Headcounts in specific zones alert staff when capacity thresholds are exceeded — useful for fire safety compliance.

Lab & Workshop Safety (PPE)

In science labs, woodwork shops, and chemistry classes, PPE monitoring ensures students and teachers wear safety goggles, gloves, and protective gear before and during practical sessions.

School Bus Safety & Monitoring

Vehicle-mounted cameras with AI detect driver fatigue, route deviations, and child boarding/alighting. Ensure every child who boards the bus also alights at the correct stop — with parent notifications.

Distress & Alarm Audio Detection

Audio AI listens for distress cues — screaming, shouting, glass breaking, or specific trigger phrases — in corridors and classrooms, alerting security even when cameras have no direct line of sight.

Requires microphone installation

Missing Child Rapid Search

When a child goes missing from the school premises, face recognition searches all camera feeds retroactively — pinpointing the child's last known location and direction of movement within minutes.

Advantages for Schools

Extends security coverage to every camera simultaneously — no blind spots
Reduces security guard workload by automating routine monitoring
Provides evidence-grade footage with timestamped event logs
Works on existing CCTV infrastructure — no full replacement needed
Automates attendance — saves hours of teacher time per week
Instantly alerts parents and staff via mobile push notification

Limitations to Consider

Face recognition requires a maintained database — students must be enrolled at the start of each year
Action recognition works best with good lighting and unobstructed camera angles
Audio AI requires microphone infrastructure — not typically present in all schools
Privacy and data protection compliance (student data) must be addressed during deployment
AI supplements but does not fully replace trained security personnel

More Verticals

Other Custom Deployment Areas

These are additional domains where we have delivered or can engineer custom AI solutions.

Healthcare & Elder Care

Fall detection for patients, bed occupancy monitoring, unauthorised zone access, wandering patient alerts, and distress audio detection in hospitals and care homes.

Retail & FMCG

Shelf stock level monitoring, queue length management, customer behaviour analytics, and shoplifting gesture detection using existing store cameras.

Smart Buildings

Occupancy-based HVAC control via WiFi radar, energy optimisation from people-counting data, access anomaly detection, and after-hours intrusion monitoring.

Logistics & Warehouses

Forklift proximity alerts, pallet counting, loading bay monitoring, driver fatigue detection, and worker safety compliance in large warehouse environments.