THE POSSIBILITIES, MADE PRACTICAL
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THE USE CASE LIBRARY
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536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERDetect suspicious communications usage
AI examines the features of the digital footprint of subscriber devices and identifies signs of illegal use of SIM cards. Helps to find cases of communication in suspicious devices and circuits. The result is selected objects for inspection as part of monitoring the use of telecommunications infrastructure.
Explore the metadata
- AI capability
- Anomaly detection · Speech processing
- Input data
- Structured & accounting data
- Output
- Alert
Detect suspicious customer behavior
AI analyzes video of the sales floor and highlights actions that may be associated with theft. Notifies staff about events for quick review. The result is a signal to check the situation; recognized behavior is not evidence of theft and requires a correct assessment by the employee.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video
- Output
- Alert
Identify foreign objects in ore
AI analyzes the ore flow and recognizes items that are not processed raw materials. Classifies detected inclusions and, if a dangerous finding is found, initiates a shutdown of the conveyor. The result is a warning and stopping the flow of material for subsequent inspection and removal of the foreign object.
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- AI capability
- Anomaly detection · Autonomous control · Perception & recognition
- Input data
- Video
- Output
- Alert · Control action
Detect signs of stroke on tomography
AI examines CT scans of the brain and identifies signs of hemorrhagic or ischemic stroke. Used to support emergency physician work. The result is a preliminary assessment of the image, which the specialist checks in the context of the patient’s condition before making a decision on further care.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback
Identify signs of spinal defects on ultrasound
AI helps the doctor look for ultrasound signs of abnormal spinal formation. Analyzes the examination image and supports the identification of suspicious changes. The result is an additional assessment for an ultrasound specialist; the final conclusion requires professional verification and is not determined by a single automatic mark.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback
Identify signs of collusion in procurement
AI analyzes trading data and finds signs of possible coordination between participants. Prepares suspicious cases for review by specialists. The working result is materials for checking the purchase; the system does not detect a violation on its own and does not replace the decision of an authorized specialist based on the results of the investigation.
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- AI capability
- Anomaly detection
- Input data
- Structured & accounting data
- Output
- Alert · Assessment or feedback
Identify digital service failures
AI monitors the operation of digital services and information systems, analyzing data on their functioning. Identifies irregularities in transaction processing and signs of potential problems. The result is signals for technicians to help determine which services and events require inspection.
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- AI capability
- Anomaly detection · Forecasting
- Input data
- Structured & accounting data
- Output
- Alert · Forecast
Detect plant stress and disease
AI analyzes images of plants from cameras, drones or satellites. Identifies signs of stress, disease and pests, monitors changes in condition and heterogeneity of areas. The result is marked plants or areas for agronomic inspection and selection of further measures, rather than an automatically confirmed cause of the problem.
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- AI capability
- Anomaly detection · Forecasting · Perception & recognition · Reasoning & analysis
- Input data
- Images · Video · Maps & geospatial data
- Output
- Assessment or feedback · Alert
Detect driver fatigue
AI analyzes the driver's image during the trip and highlights signs of fatigue. Used to monitor a person’s condition while driving. The work result is an assessment or warning for response; the system does not guarantee the detection of all dangerous conditions and does not replace compliance with the rest regime.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video
- Output
- Alert · Assessment or feedback
Identify lameness by the gait of animals
AI analyzes video of the animal’s movement, determines the position of body parts and gait features. Highlights signs of possible lameness. The result is an assessment for veterinary examination and monitoring of the condition of the herd; automatic detection requires confirmation by a specialist and clarification of the cause of the change in gait.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video
- Output
- Assessment or feedback · Alert
Generate façade options
AI converts simple three-dimensional building models into façade design options. Adds windows, equipment placement elements and finishing textures. The result is design alternatives for the appearance of the building for comparison and further architectural development, and not finished working documentation.
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- AI capability
- Design & discovery
- Input data
- Drawings & design models
- Output
- Design proposal
Generate sketches of technical parts
AI supports preliminary design of technical parts in an engineering environment. A generative approach is used to prepare design options early in development. The result is a design sketch for further engineering review and refinement, rather than confirmation that the part is ready for production.
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- AI capability
- Design & discovery
- Input data
- Drawings & design models
- Output
- Design proposal
These are potential applications, not implementation results. Industry categories are a starting point; suitability depends on your process, data and constraints.
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