Index
Projects
Artificial intelligence systems designed and implemented by Cognitive: from computer vision and geospatial analysis to industrial inspection.
Flagship cases
- 01
The city, seen in motion
Computer vision and geolocation that turn urban routes into actionable information.
We process images captured from vehicles to identify public road conditions and place them on the map. The result combines visual evidence with georeferenced data to help prioritize surveys, maintenance and operational response.
Surveys · Maintenance · Operational response
Computer vision · Geolocation · Georeferenced data
- 02
Visual intelligence for Retail Shelf
From a walk down the aisle to an intelligent reading of the retail shelf.
We combine image capture, visual recognition and text extraction to analyze products, facings and labels on the shelf. We turn point-of-sale images into structured information for auditing, retail execution and assortment analysis.
Auditing · Retail execution · Assortment analysis
Image capture · Visual recognition · Text extraction
- 03
GeoAI for land, environment and agriculture
Satellites, GIS and artificial intelligence to detect patterns at a territorial scale.
We integrate satellite imagery, geographic data and vision models to identify areas of interest across large expanses. From detecting open-air dumps to analyzing land cover and productive zones, we turn geospatial information into maps that help guide research and decision-making.
Open-air dumps · Land-cover analysis · Productive zones
Satellite imagery · GIS · Vision models
- 04
Aerial intelligence with drones
Aerial capture and computer vision to observe, map and analyze from new perspectives.
We combine aerial imagery with computer vision tools and geospatial analysis to build a detailed view of the territory. Drone workflows can be adapted to surveys, inspections and monitoring of hard-to-reach areas, integrating the captured data with maps and analytical models.
Surveys · Inspections · Hard-to-reach areas
Aerial imagery · Computer vision · Geospatial analysis
- 05
Smart urban waste management
Computer vision to support the collection and municipal management of urban solid waste.
We analyze images from collection routes to detect scattered waste and other relevant conditions in public space. Visual information can help municipalities and operators monitor services, identify areas that need attention and improve the traceability of the operation.
Service monitoring · Areas that need attention · Traceability
Computer vision · Image analysis
- 06
Smart inspection: quality and anomalies
Computer vision to verify products, detect deviations and support quality control.
We apply visual analysis to industrial checks such as counting, fill level, labeling and anomaly detection. The models help identify variations and raise review signals, integrating automated inspection with the quality criteria of each process.
Counting · Fill level · Labeling · Anomaly detection
Computer vision · Visual analysis
More projects
- 07
Mass Facial Recognition
Public safety · Crowded spaces
Identify and follow people in public spaces, even after their face is no longer visible.
Up to 30 faces identified per second.
Continuous tracking of every identified person, deployed in the cloud or on the client’s premises.
Computer Vision · Image Analysis · Face Recognition
- 08
Visual Truck Type Recognition
Municipal government · Road infrastructure
Detect trucks driving on pavements their load can damage, without permanent human monitoring.
9 truck types classified by a custom-trained model.
No existing model could do the job. The system was integrated with the municipality’s CCTV and license plate recognition.
Computer Vision · Image Analysis · Deep Learning
- 09
WISE
Warehouse Inventory System Expert
Logistics · Warehousing
Keep warehouse inventory without manual counts or data entry.
Up to 99% accuracy in product identification.
Real-time inventory from phone, drone or robot imagery, integrated with the client’s WMS.
Computer Vision · Artificial Intelligence
- 10
Shelf Retail AI
Retail · Point of sale
Audit the shelf in real time: assortment, stock-outs and planogram compliance.
Over 95% accuracy in audit results.
Share of shelf, on-shelf availability (OSA/OOS) and planogram, measured automatically.
Computer Vision · Artificial Intelligence
- 11
AgroTech — Rice Field Monitoring
Agriculture · Water management
Decide irrigation for rice fields without relying on hours of manual aerial image analysis.
Aerial drone imagery in the visible and thermal spectrum.
Irrigation adjusted field zone by zone. The model was trained together with the client’s agronomists.
Artificial Intelligence · Deep Learning · Computer Vision · Machine Vision
- 12
Deep Gaze© Eye Tracking
Neuromarketing · User experience
Predict where a person looks at an ad or an interface, without consumer panels.
Accuracy in the order of 92% compared with a traditional eye-tracking study.
Studies that took months, resolved in seconds. Trained on eye responses to more than 5,000 images.
Computer Vision · Image Analysis · Transfer Learning
- 13
Gen-IA Recommendation Engine
Digital media
Increase reader retention with content recommendations powered by generative AI.
Higher retention, greater ad visibility and a better click-through rate on recommended content.
Artificial Intelligence
- 14
FACE MATCH
Security · Asset control
Search for face matches in CCTV footage and produce reliable records.
Daily analysis of hundreds of cameras.
Artificial Intelligence · Facial Recognition
- 15
Crime Detection — ThreatSpotterAI
CGN Labs · Public safety
Detect violent situations in real-time video and notify the authorities.
Up to 80% effectiveness in evaluation.
Applied research in collaboration with Universidad Tecnológica Nacional.
Computer Vision · Image Analysis · Deep Learning
- 16
Weapon Detection
Security
Detect firearms in real time on existing CCTV and raise early alerts.
Runs on existing cameras, with no infrastructure replacement.
Computer Vision · Image Analysis · Transfer Learning
- 17
Smart Parking
Mobility · Parking
Know in real time how many vehicles occupy a parking lot, using CCTV cameras.
Computer Vision · Image Analysis · Transfer Learning · CCTV
- 18
PPE Monitoring
Industry · Construction
Detect missing personal protective equipment in real time in high-risk environments.
Capture, detection, real-time alerts and compliance reports, end to end.
Computer Vision · Image Analysis · Transfer Learning
- 19
AgroTech — Pig Counter
Agriculture · Pig farming
Count moving animals by farm section, where any manual count is inaccurate.
Integrated with the client’s CCTV, management system and reporting.
Computer Vision · Image Analysis · Transfer Learning