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 CHAPTERMonitoring of water bodies
To monitor water bodies, AI can compare measurement results and highlight changes in indicators over time. Ecologists and hydrologists receive a summary of deviations and areas to survey; conclusions about the state of water are confirmed by specialized experts.
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- AI capability
- Reasoning & analysis
- Input data
- Task-dependent data
- Output
- Report or summary
Monitoring the feeding tables
AI can analyze images of feeding tables and recordings of walks, noting areas with uneven distribution or noticeable changes in the amount of feed. The result is a summary of observations and a list of places to check. The farm specialist confirms the situation and determines the necessary actions.
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- AI capability
- Reasoning & analysis
- Input data
- Task-dependent data
- Output
- Report or summary
Equipment monitoring
AI can analyze equipment readings and maintenance logs, highlighting unusual changes and deviations from operating ranges. The result is a status summary and a list of nodes to inspect. The specialist checks the signals and makes decisions about maintenance, stopping or continuing operation.
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- AI capability
- Reasoning & analysis
- Input data
- Task-dependent data
- Output
- Report or summary
Road condition monitoring
AI helps analyze photographs, survey results and messages about road conditions. You can mark possible damage and group areas for inspection, obtaining a list of places to check; The priorities for safe operation are determined by a specialist.
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- AI capability
- Reasoning & analysis
- Input data
- Task-dependent data
- Output
- Report or summary
Remind about appointments and record confirmation
The system contacts the client before a scheduled visit and requests confirmation or informs about the visit. The response is transmitted to the associated system so that employees can see confirmed and changed intentions. The result is a sent reminder and a recorded status, without the need to independently assign a new time. The return response clarifies the status of the previously agreed upon visit.
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- AI capability
- Workflow execution
- Input data
- Structured & accounting data · Text & messages
- Output
- System action
Remind about repeat services and renewals
The system uses your purchase history, browsing history, or service expiration date to send timely reminders. The client receives a message about re-purchase, service, class or the need to renew the subscription. The result is an initiated contact based on a known event, and not a forecast of outflow or an independent registration of an extension.
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- AI capability
- Optimization & planning · Recommendations & personalization · Speech processing · Workflow execution
- Input data
- Structured & accounting data · Text & messages
- Output
- System action
Configure mobile network settings
AI analyzes the operation of the mobile network, signal quality and load, selecting subscriber service parameters. Can activate appropriate frequency bands, prevent incidents and participate in troubleshooting. The result is adaptation of network settings to current communication conditions and available device capabilities.
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- AI capability
- Autonomous control · Forecasting · Optimization & planning
- Input data
- Equipment & sensor data · Structured & accounting data
- Output
- Control action
Find duplicates in directories
The model compares inventory directory entries and detects possible repetitions of goods or materials. The result helps the specialist to see different records related to the same position and prepare to clean up the directory. Automatic merging of cards and transfer of balances do not follow from the described mechanism. The identified matches relate to the content of the nomenclature cards.
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- AI capability
- Document processing
- Input data
- Structured & accounting data
- Output
- Assessment or feedback
Find and sort valuable crystals
AI analyzes mineral images, identifies potentially valuable crystals and evaluates their visual attributes. In sorting tasks, sorts objects according to shape, color and quality. The result is selected or classified objects for further verification and processing.
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- AI capability
- Perception & recognition
- Input data
- Images · Video
- Output
- Assessment or feedback · Control action
Find unaccounted energy consumption
AI analyzes consumption profiles and meter readings, highlighting abnormally low values and signs of tampering. Helps identify metering points that require testing for off-metering consumption. The result is a list of suspicious cases for investigation, and not a final determination of the fact of theft.
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- AI capability
- Anomaly detection
- Input data
- Equipment & sensor data · Structured & accounting data
- Output
- Alert
Find return loads and assess trip profitability
AI can find return-load offers based on destination, timing and vehicle requirements, then compare revenue with expected trip costs. The result is a shortlist of suitable loads with a preliminary margin estimate. The dispatcher checks the terms and calculations before confirming the shipment.
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- AI capability
- Workflow execution
- Input data
- Structured & accounting data
- Output
- Answer or recommendation · Assessment or feedback
Find requests without the necessary escalation
AI analyzes client dialogues and identifies unresolved requests or cases that were not transferred to the mandatory expert line. The result is a list of dialogues for connecting specialists. This check helps monitor compliance with the rules for processing requests without manually reviewing all correspondence.
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- AI capability
- Anomaly detection · Reasoning & analysis
- Input data
- Text & messages
- Output
- Alert
These are potential applications, not implementation results. Industry categories are a starting point; suitability depends on your process, data and constraints.
FROM POSSIBILITY TO PRACTICE