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 CHAPTERAssess cargo risks using X-ray images
AI analyzes X-ray images of inspected cargo and classifies consignments. Prepares a preliminary risk assessment for further consideration. The result is an assessment that helps specialists direct the inspection; automatic classification is not a substitute for checking content and making an empowered decision.
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- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Images
- Output
- Assessment or feedback · Report or summary
Assess the complexity of coronary artery lesions
AI calculates the complexity index of coronary artery lesions based on a coronary angiogram. Converts visual research data into a formal assessment. The result is a numerical indicator for consideration by the doctor along with other clinical information; The automatic calculation does not determine the choice of treatment independently.
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- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Images
- Output
- Assessment or feedback · Structured record
Assess the composition of the ore stream
AI analyzes images of ore on the conveyor belt, evaluates visible characteristics and detects foreign matter. Relays observations to the operator for sorting decisions. The result is an assessment of the quality of the flow based on available visual signs without replacing the laboratory determination of the composition.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video
- Output
- Assessment or feedback
Assess the condition of animals using video
AI analyzes images and videos of animals, assessing their condition, development and available quantitative parameters. Identifies signs of health or reproductive abnormalities for verification by specialists. The result is observations and warnings for the veterinary and production team, rather than an automatic diagnosis.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video · Images
- Output
- Assessment or feedback · Alert
Assess skin condition using photographs
AI analyzes photos of skin, determines its type and highlights the main noticeable problems. The result is a preliminary assessment of the skin condition, which can be used to recommend further consultation. Such an assessment does not replace an examination by a dermatologist and does not in itself confirm the presence of the disease.
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- AI capability
- Perception & recognition · Recommendations & personalization
- Input data
- Images
- Output
- Assessment or feedback
Assess insurance risk and expected losses
The model analyzes customer information, insurance history, sequences of events and available external factors. It assesses the likelihood of an insured event, future losses or the risk of a fraudulent transaction. The result is used when calculating the tariff and assessing unprofitability; automatic policy issuance is not a mandatory part of the task.
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- AI capability
- Anomaly detection · Forecasting
- Input data
- Structured & accounting data · Maps & geospatial data
- Output
- Forecast
Search visibility rating
To assess site visibility, AI can analyze search results for selected queries, group results, and identify gaps in visibility. The team receives an overview of topics and pages that should be paid attention to when developing the site's content.
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- AI capability
- Reasoning & analysis
- Input data
- Text & messages · Structured & accounting data
- Output
- Assessment or feedback
Assessing AI Skills
The employer evaluates how the candidate interacts with the AI when completing a test or practical task. Attention is paid to the way questions are asked and the results used in work. This format helps to discuss the applied skill, but does not mean that the model itself performs the assessment; the criteria and final conclusion must remain transparent and verifiable.
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- AI capability
- Learning & assessment
- Input data
- Text & messages · Source code
- Output
- Assessment or feedback
Assessment of professional competencies
AI parses answers to questions and practical cases according to established competency criteria. Can accept voice and text responses and provide personalized feedback on strengths and areas of development. The final report supports the evaluator's work; findings should not be considered an exhaustive description of a person or the sole basis for personnel decisions.
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- AI capability
- Learning & assessment · Workflow execution
- Input data
- Text & messages · Audio & speech
- Output
- Assessment or feedback · Report or summary
Evaluation of photography services
AI answers questions about the service and helps to preliminarily estimate the cost based on a photograph of the object. Uses available reference materials to explain conditions, and refers complex cases to a specialist. The user receives a guideline for further reference, but the photo does not always reflect all the features: the final scope of work and price must be confirmed separately.
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- AI capability
- Knowledge retrieval · Perception & recognition
- Input data
- Text & messages · Images · Documents & scans
- Output
- Answer or recommendation · Assessment or feedback
Digitize archival documents
The system recognizes the text of archival materials, including handwritten notes and documents with outdated spelling. The content is transferred into digital form for further work with the archive and preparation of answers based on the stored information. The task combines the digitization of technical, accounting, library and other document collections.
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- AI capability
- Document processing
- Input data
- Documents & scans
- Output
- Structured record
Batch photo processing
AI helps select and retouch a series of photos, applying preset settings to the skin, background, color and other elements of the image. The photographer or content manager receives processed options for further selection. Before publishing, it is important to check the naturalness of the result and the absence of changes that distort the person or the properties of the depicted product.
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- AI capability
- Content generation · Perception & recognition
- Input data
- Images
- Output
- Content
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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