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 CHAPTERResume dialogue with inactive clients
The system initiates recontact with customers who have stopped responding, visiting the service, or completing a purchase. Messages and calls can take into account communication history, interests and order data. Interested contacts are returned to the manager or to the work funnel; the result is renewed engagement, not just a list of churn risk.
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- AI capability
- Speech processing · Workflow execution
- Input data
- Text & messages · Structured & accounting data
- Output
- System action
Restore the composition of products according to documents
The system reads design specifications and associated materials, extracts attributes and reconstructs product composition. The information is transferred into a structured form, and specialist checks can be used for further training. The result is a linked digital description of the product, rather than a simple text copy of the archive.
Explore the metadata
- AI capability
- Document processing
- Input data
- Documents & scans
- Output
- Structured record
Choose contextual navigation tips
The system takes into account road landmarks, signs, streets, lanes and exits to select a useful voice prompt and when to say it. The result helps the driver understand the next maneuver based on the surrounding context. Building a new route and driving a car are not part of the described function.
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- AI capability
- Recommendations & personalization
- Input data
- Maps & geospatial data · Structured & accounting data
- Output
- Answer or recommendation
Select locations for new objects
AI helps evaluate options for locating new retail properties. Machine learning is used to select suitable opening locations. The result is recommendations for locations for further consideration during network development; the final choice remains part of the investment and organizational decision.
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- AI capability
- Optimization & planning
- Input data
- Task-dependent data
- Output
- Answer or recommendation
Select the point of impact of the butoboy
The AI identifies large pieces of rock on the grate and selects the appropriate point of impact for the crusher. At the same time, it monitors the presence of people and equipment in the work area and stops the equipment if there is danger. The result is support for aiming and control of crushing conditions.
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- AI capability
- Autonomous control · Optimization & planning · Perception & recognition
- Input data
- Video
- Output
- Structured record · Control action · Alert
Identify biomarkers in retinal images
AI analyzes optical coherence tomography images and determines the location of biomarkers. Prepares additional assessment for the ophthalmologist in the examination workflow. The result is a marking and a second opinion on the image, which the doctor compares with the clinical picture and the results of other studies.
Explore the metadata
- AI capability
- Perception & recognition · Reasoning & analysis
- Input data
- Images
- Output
- Assessment or feedback
Highlight suspicious areas on medical images
AI analyzes medical images, highlights suspicious areas and helps prepare a preliminary description of the study. Depending on the workflow, also sets the viewing priority. The result is a markup and a draft report for the doctor, who checks the conclusions and makes a clinical decision.
Explore the metadata
- AI capability
- Anomaly detection · Content generation · Perception & recognition · Reasoning & analysis
- Input data
- Images
- Output
- Assessment or feedback · Report or summary
Select rooms and axes on plans
The system analyzes the construction plan and identifies rooms and coordination axes on it. This marking creates the basis for subsequent linking of comments and engineering violations to specific areas. Linking violations to markings and issuing tasks remain separate employee actions. The selected elements serve as spatial reference points of the plan.
Explore the metadata
- AI capability
- Document processing · Perception & recognition
- Input data
- Drawings & design models · Images
- Output
- Structured record
Highlight products and participants with increased risk
AI helps analyze information about goods, documents and participants in foreign trade transactions, highlighting inconsistencies and signs of increased risk. The result is a list of operations for additional verification; conclusions and decisions on customs control are confirmed by a specialist.
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- AI capability
- Anomaly detection · Forecasting
- Input data
- Structured & accounting data
- Output
- Forecast · Assessment or feedback
Perform programming and change preparation tasks
To complete a development task, an AI agent can use the project context, generate or correct code, and run checks. The developer receives prepared changes and test results for review before inclusion in the project.
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- AI capability
- Software engineering
- Input data
- Text & messages · Source code
- Output
- Code or software configuration · System action
Fulfill patient requests in the medical system
The voice assistant accepts the patient's request and uses the functions of the medical system: adds indicators to the card, requests certificates and allows you to view, reschedule or cancel visits. The result is a completed action on personal health information or a record, not just a response to a reference question.
Explore the metadata
- AI capability
- Speech processing · Workflow execution
- Input data
- Audio & speech · Structured & accounting data
- Output
- System action
Perform development pipeline operations
The agent uses connected development tools to perform work operations: creates a pull request, launches a build, updates tasks, and submits the result for testing. The result is a changed state of the engineering process. This automation is different from generating program text and from running a test separately.
Explore the metadata
- AI capability
- Software engineering · Workflow execution
- Input data
- Source code · Structured & accounting data · Text & messages
- Output
- 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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