Object Detection Services
Find it. Track it. Act on it.
Before it becomes a problem
Trusted by teams at
Object detection
systems deployed
into live operations
Productivity boost for
teams using automated
object detection
Average revenue
growth within 12 months
of deployment
Industries including
Manufacturing, Retail,
Logistics & Security
The object that caused the
problem was there to see.
Nobody caught it in time.
The defective component that passed inspection. The package that was mishandled on the dock. The shelf that went empty for three hours before anyone noticed. The person who entered a restricted zone without authorization.
In every case, a camera was pointed at the scene. In every case, the visual information existed. What didn’t exist was a system trained to find it, flag it, and act on it automatically, every time, at the speed your operation runs.
Object detection doesn’t add cameras. It adds intelligence to the ones you already have.
Object detection systems trained for your environment not a
generic benchmark
We build object detection models that identify and locate specific objects within images and video frames and trigger defined responses when those objects are detected, absent, misplaced, or anomalous. Every model is trained on your objects, your environment, and your operational conditions.
Think of object detection as teaching a system to look for exactly what you care about and ignore everything else. Whether that’s a crack in a casting, a missing label on a package, an empty shelf bay, or an unauthorized vehicle in a restricted area the system learns to find it precisely, flags it immediately, and passes it to the right workflow. At any speed. Without fatigue.
Presence and absence detection
The system detects whether a defined object is present, absent, or in the wrong location triggering alerts for missing components, empty positions, misplaced inventory, or unauthorized items.
Defect and anomaly detection
The system identifies surface defects, dimensional anomalies, assembly errors, and quality deviations on production lines at the speed of the line, with consistency no human inspector can match.
Object tracking, movement analysis
The system tracks objects across frames and camera zones monitoring movement paths, dwell time, entry and exit events, and behavioral patterns that indicate risk or operational inefficiency.
Multi object detection at scale
The system simultaneously detects and classifies multiple object types within a single frame, products, people, vehicles, and hazards prioritizing and routing each detection to the appropriate workflow.
What operations are using
object detection for right now
- Defect detection — scratches, cracks, dents, inclusions, surface anomalies
- Missing component detection in assembly verification
- Dimensional and positional tolerance checking
- Foreign object detection in food and pharmaceutical processing
- Tool presence and placement verification
- Finished goods inspection before packaging
- Warehousing & Logistics
- Inbound damage detection on received packages
- Label, barcode, and seal integrity verification
- Pallet structure and load stability checking
- Misrouted item detection at sorting points
- Dock door occupancy and vehicle position monitoring
- Hazardous material identification and routing
- Out-of-stock shelf bay detection in real time
- Planogram compliance — correct products, correct positions
- Suspicious object detection near high-value displays
- Shopping basket and self-checkout verification
- Staff presence verification at service points
- Promotional display compliance checking
- Security & Access Control
- Unauthorised object detection in restricted zones
- Abandoned object detection in public and secure areas
- Vehicle make, model, and plate detection at entry points
- Weapon or prohibited item detection in access screening
- PPE compliance at facility entry points
- Perimeter object intrusion detection
- Healthcare & Compliance
- Surgical instrument count verification before and after procedures
- Medical device placement and configuration verification
- Hazardous material and waste container identification
- Medication packaging and labelling inspection
- PPE compliance monitoring in controlled environments
- Construction & Field Operations
- PPE detection — hard hats, safety vests, eye and ear protection
- Heavy equipment and vehicle proximity to workers
- Material and equipment placement compliance
- Unsafe condition detection and real time alert
- Site boundary and exclusion zone monitoring
