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 CHAPTERMark objects and events on video
AI creates the markup of the video stream using a visual language model. Controversial cases are transferred to a human and the quality is checked against reference data. The result is labeled video data for later use, supplemented by manual verification where automatic evaluation lacks confidence.
Explore the metadata
- AI capability
- Perception & recognition
- Input data
- Video
- Output
- Structured record
Develop compositions of products and materials
AI suggests multi-component formulations based on product requirements and available substance information. In materials science problems, it can evaluate the properties of the composition and the influence of additives. The result is formula variants for experimental testing and refinement by specialists, rather than an automatically confirmed finished product.
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- AI capability
- Design & discovery · Optimization & planning · Simulation & digital twins
- Input data
- Scientific & experimental data · Text & messages
- Output
- Design proposal
Visual design development
AI helps update an organization's visual identity, including logo, design guidelines, and landing page. Offers graphic and text options for further design work. The result serves as a basis for coordination, rather than as a complete system without verification: consistency of elements, suitability for media and rights of use must be assessed separately.
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- AI capability
- Content generation
- Input data
- Text & messages · Images
- Output
- Content · Design proposal
Rank content based on user interests
The recommender system matches the user's interests and behavior with the characteristics of the materials. It selects and ranks publications, videos or books, using text, images and audio when available. The result is a personal sequence of materials or a block of recommendations; Technical methods for selecting candidates may vary. The selection takes into account differences in the interests of individual users.
Explore the metadata
- AI capability
- Recommendations & personalization
- Input data
- Structured & accounting data · Text & messages · Video
- Output
- Answer or recommendation
Automatic conversation partner recognition
AI analyzes the beginning of an outgoing call and helps distinguish a person from an answering machine or voice assistant. The result is used for further organization of telephone contact. Recognition errors can impact service availability, so redial rules and indeterminate response actions must be specified and verified separately.
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- AI capability
- Speech processing
- Input data
- Audio & speech
- Output
- Assessment or feedback
Voice command recognition
AI recognizes short spoken commands in a conversational device and highlights the user's intent. This allows you to use voice input instead of manually selecting a function. The recognized command is an intermediate result: supported actions and conditions for their execution are determined by the device, and sensitive operations require separate control and confirmation.
Explore the metadata
- AI capability
- Speech processing
- Input data
- Audio & speech
- Output
- Structured record
Recognize cars by license plate number
The AI recognizes the license plate number of the incoming vehicle and links it to available vehicle or visitor records. Helps organize a pass or show the employee information about previous visits. The result is an identified record to control the visitor's entry and service.
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- AI capability
- Perception & recognition · Workflow execution
- Input data
- Video · Images
- Output
- Structured record · System action
Recognize weight goods
AI determines the weight of the product based on the image on the scales or checkout. Suggests a product item instead of manual search and, if there is a selected code, checks for compliance. The result is a recognized item for making a purchase and a warning about a possible selection error.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Images · Video
- Output
- Structured record · Alert
Recognize traffic incidents
AI analyzes videos of intersections and highways, detecting collisions, collisions and long stops. When a specified event is detected, it automatically sends a notification to emergency services. The result is a signal with incident data for verification and response, without guaranteeing that every incident will be detected.
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- AI capability
- Anomaly detection · Perception & recognition · Workflow execution
- Input data
- Video
- Output
- Alert
Recognize nutrition and maintain dietary indicators
The assistant receives food descriptions, photographs, voice or video messages and identifies foods or dishes. It calculates caloric content and composition of essential nutrients and exchanges information with the health accounting system. The result is updated nutritional metrics, not just a recommendation for your next meal.
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- AI capability
- Perception & recognition · Workflow execution
- Input data
- Text & messages · Images · Audio & speech
- Output
- Structured record · System action
Recognize payment details
The system analyzes the image of the payment document, code or details and selects data for further work. It recognizes account numbers, cards, phone numbers and other supported payment information. The result is structured details; transfer of money or confirmation of payment are not part of recognition alone.
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- AI capability
- Document processing · Perception & recognition
- Input data
- Images · Documents & scans
- Output
- Structured record
Distribute promotion budget
AI selects advertising rates and distributes funds between objects or promotion methods. In joint management tasks, it takes into account options for increasing visibility and providing discounts. The result is modified rates or budget allocations that correspond to the selected promotion model and available restrictions.
Explore the metadata
- AI capability
- Forecasting · Optimization & planning · Recommendations & personalization
- Input data
- Structured & accounting data
- Output
- Plan or schedule · System action
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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