THE POSSIBILITIES, MADE PRACTICAL
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536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERIssue standard insurance policies
The system receives information about the client and the insurance object, assesses the risk and the recommended premium. For standard cases, she independently issues the policy. The result is a completed insurance operation, while cases that go beyond the stipulated conditions are not described as fully automated. Processing is based on data from a specific insured event.
Explore the metadata
- AI capability
- Forecasting · Workflow execution
- Input data
- Structured & accounting data
- Output
- System action
Evaluate pipeline expansion options
AI generates options for expanding gas pipeline infrastructure and evaluates pre-design solutions. Helps to consider alternatives before moving to detailed design. The working result is a set of options with an assessment for choosing a design direction by specialists, without replacing the engineering justification and subsequent approvals.
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- AI capability
- Design & discovery · Reasoning & analysis
- Input data
- Drawings & design models
- Output
- Design proposal · Assessment or feedback
Assess fruit maturity
AI analyzes photographs of fruits, determining color, size, shape and degree of ripeness. Helps assess the condition of the plant and the readiness of the crop for harvesting. The result is preliminary estimates for organizing inspection and cleaning; The decision to collect is made taking into account the requirements for products and growing conditions.
Explore the metadata
- AI capability
- Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback
Assess the maturity of rocks using micrographs
AI analyzes microscopic images of carbon particles and determines their shades. The obtained signs help specialists assess the thermal maturity of rocks and the prospects for oil and gas potential. The result is classified observations for geological interpretation rather than independent confirmation of hydrocarbon reserves.
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- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Images
- Output
- Assessment or feedback
Evaluate and rank candidates
Compare resumes, questionnaires and responses of applicants with the requirements of the vacancy. AI highlights proven experience, finds questions for clarification, and prepares a short card or preliminary rating for the recruiter. The result helps organize the initial selection, but does not replace checking the criteria and the person’s decision about the next stage.
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- AI capability
- Content generation · Document processing · Learning & assessment · Reasoning & analysis · Recommendations & personalization · Workflow execution
- Input data
- Documents & scans · Text & messages · Structured & accounting data
- Output
- Assessment or feedback · Structured record · Report or summary
Assess the quality of food raw materials
AI checks images of food raw materials and products, highlighting damaged or unusable specimens and foreign inclusions. Depending on the process, it helps make decisions about acceptance, write-off, price reduction or sorting. The result is a quality assessment and selection of products for further inspection or removal.
Explore the metadata
- AI capability
- Anomaly detection · Autonomous control · Perception & recognition
- Input data
- Images · Video
- Output
- Assessment or feedback · Alert
Evaluate metal microstructure
AI analyzes digital microscope images of the ingot and evaluates the microstructure characteristics. Automatic processing helps replace some of the manual review of samples. The result is structure indicators for control and further material science interpretation by a specialist within the limits of the characteristics on which the analysis is configured.
Explore the metadata
- AI capability
- Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback · Structured record
Assess the prospects of a new outlet
The model evaluates possible sales of a new outlet and its impact on existing facilities. The analysis takes into account rental rates and suitable format. The result helps you compare accommodation options, but does not automatically result in a lease or a guarantee of future revenue.
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- AI capability
- Forecasting · Optimization & planning
- Input data
- Structured & accounting data
- Output
- Forecast · Assessment or feedback
Evaluate breeding value and traits of offspring
The model combines genomic information with data on the diet and living conditions of the animals. It calculates the breeding value and predicts the characteristics of future offspring. The result is used when considering selection decisions; automatic pair assignment or animal management is not an established part of the task.
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- AI capability
- Forecasting · Reasoning & analysis
- Input data
- Scientific & experimental data · Structured & accounting data
- Output
- Forecast · Assessment or feedback
Assess vehicle damage and repairs
AI analyzes photographs of the car, identifies damaged parts and, if catalogs and prices are available, calculates repairs. The result is a list of damages and a preliminary cost of restoration for inspection or settlement of the loss. Typical cases can be transferred to an automated solution process, the rest require verification.
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- AI capability
- Anomaly detection · Perception & recognition · Reasoning & analysis · Workflow execution
- Input data
- Images · Structured & accounting data
- Output
- Assessment or feedback · Report or summary
Assess health indicators from a facial image
AI processes the patient's facial image captured by the camera and evaluates available medical indicators. The result is preliminary values for the diagnostic assistant. They should be considered within the capabilities of the method and verified by medical professionals, and not used as a definitive diagnosis in their own right.
Explore the metadata
- AI capability
- Perception & recognition
- Input data
- Images
- Output
- Assessment or feedback · Structured record
Assess risks during drilling
To monitor drilling risks, AI can analyze process data and flag signs of possible complications, including tool sticking. The drilling team receives warnings to assess the situation; a change in operating mode will be approved by a specialized specialist.
Explore the metadata
- AI capability
- Forecasting
- Input data
- Task-dependent data
- Output
- Forecast
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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