THE POSSIBILITIES, MADE PRACTICAL
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536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERAnalysis of plans and capacity utilization
AI compares production plans, demand and utilization of available capacity. Helps employees review discrepancies and prepare the information basis for procurement decisions. The result is an analytical explanation of the source data, rather than automatic re-planning; the admissibility of changes must be assessed taking into account technological and contractual restrictions.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data
- Output
- Report or summary · Answer or recommendation
Analysis of the project team's work
AI evaluates available information about the work of the project team and formulates proposals for the manager. Helps prepare additional material when discussing efficiency and work distribution. The findings are not an exhaustive assessment of employees: methodology, data completeness and possible biases must be checked, and personnel decisions cannot be based only on the model's response.
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- AI capability
- Reasoning & analysis
- Input data
- Task-dependent data
- Output
- Assessment or feedback · Report or summary
Real estate market analysis
AI collects information about competing offers, prices and the pace of object sales. Helps compare market segments and view the current situation in the form of an analytical model or summary. The result depends on the completeness and quality of the observed data; it does not constitute a reliable forecast of future prices and requires interpretation by a specialist.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data
- Output
- Report or summary
Analysis of educational results
AI analyzes learning outcomes and provides teachers with feedback on identified difficulties and trends. In individual scenarios, it takes into account engagement and helps consider possible future outcomes. The teacher receives additional material to adjust the program, but the conclusions must be checked taking into account the learning conditions and not become a fixed characteristic of the student’s abilities.
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- AI capability
- Forecasting · Learning & assessment · Reasoning & analysis
- Input data
- Structured & accounting data
- Output
- Report or summary · Assessment or feedback
Analysis of economic indicators
AI parses available data on sales, expenses and operations, aggregates metrics and formulates observations. The user receives a report or explanation of the changes, which can be used when discussing management decisions. The quality of the conclusions depends on the background and context; the reasons for deviations require additional verification.
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- AI capability
- Anomaly detection · Content generation · Knowledge retrieval · Reasoning & analysis
- Input data
- Structured & accounting data · Text & messages
- Output
- Report or summary · Answer or recommendation
Analyze the execution of work operations
AI recognizes operations and interactions of people with equipment via video. Determines work area occupancy, downtime and sequence of activities, helping to detect lost work time. The result is reports, notifications and recommendations for analyzing the organization of the process and choosing areas for improvement.
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- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Video
- Output
- Report or summary · Answer or recommendation
Analyze customer traffic and behavior
AI analyzes video of the retail space, tracks the movement of visitors, queues and interaction with the product shelf. Generates indicators of the time of studying, taking goods and other observed actions. The result is analytics to check the organization of space, display and customer service.
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- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Video
- Output
- Report or summary
Analyze chest images
AI analyzes tomographic or X-ray images of the chest organs. Indicates the location of proposed changes and helps prepare a preliminary description. The result is materials for examination by a radiation diagnostics doctor; identified signs require medical interpretation and comparison with other patient data.
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- AI capability
- Anomaly detection · Content generation · Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback · Report or summary
Analyze dental tomography
AI analyzes tomographic images of teeth and jaws, notes problem areas and signs of previous treatment. Helps prepare reports and pre-plan treatment. The result is a marking and a conclusion for the dentist, who evaluates the findings and discusses further actions with the patient.
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- AI capability
- Anomaly detection · Content generation · Optimization & planning · Perception & recognition
- Input data
- Images
- Output
- Report or summary · Assessment or feedback
Analyze tomography of laboratory animals
AI processes tomographic images of animals during preclinical research. Helps analyze the results of drug experiments based on visual examination data. The work product is image evaluations for the research team; their use requires comparison with the experimental protocol and other observations.
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- AI capability
- Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback
Analyze electrocardiograms
AI analyzes the electrocardiogram and offers a preliminary diagnostic assessment during the screening process. The result is used by a medical specialist when viewing the study and can be transferred to the working medical system. The final conclusion requires a medical examination, taking into account the symptoms and other information about the patient.
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- AI capability
- Anomaly detection · Perception & recognition · Reasoning & analysis
- Input data
- Equipment & sensor data
- Output
- Assessment or feedback
Analytics of musical creativity
AI can combine statistics on listening, audience reactions and music releases, compare periods and highlight changes in interest. The result is a clear analytical summary of works and distribution channels, which helps select topics for further study and promotion planning.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data
- Output
- Report or summary
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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