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THE POSSIBILITIES, MADE PRACTICAL

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Start with the work you want to improve.
Explore where AI could make a difference.

Explore 536 use cases
AI IN PRACTICEPeople. Processes. Possibilities.

THE USE CASE LIBRARY

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536 use cases to explore

IDEAS FOR YOUR NEXT CHAPTER
  • Cross-industry

    Answer typical customer questions

    Receive text and voice requests and prepare responses based on available information about goods, services, rules and statuses. For supported questions, you can use the verified knowledge base. If there is not enough data or the situation is non-standard, the assistant passes the question to the specialist along with the context. Changing an order or invoice is processed as a separate permitted operation.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval · Speech processing · Workflow execution
    Input data
    Text & messages · Audio & speech · Documents & scans
    Output
    Answer or recommendation
    Discuss this opportunity
  • Education & research

    Flag suspicious activity during the exam

    AI analyzes video of the exam audience and flags actions that may require additional attention from the observer. The result is selected fragments for human viewing. The system does not determine the violation itself: the decision is made after checking the context and applicable exam rules.

    Explore the metadata
    AI capability
    Anomaly detection · Perception & recognition
    Input data
    Video
    Output
    Alert
    Discuss this opportunity
  • Healthcare & veterinary services

    Mark suspicious areas in dental photos

    AI analyzes a photograph of teeth and identifies areas that resemble carious changes. The working result is a visual markup for preliminary review and subsequent professional assessment. Photography is not a substitute for a dental examination, and the area marked does not in itself constitute a definitive diagnosis.

    Explore the metadata
    AI capability
    Anomaly detection · Perception & recognition
    Input data
    Images
    Output
    Assessment or feedback
    Discuss this opportunity
  • Cross-industry

    Flag sensitive information in data

    The model examines corporate data and discovers sensitive information, including personal or confidential information. Found items receive labels for display in the catalog and subsequent processing. In de-identification scenarios, identifying sensitive information serves as preparation for concealing it. Labels make detected information visible in the work interface.

    Explore the metadata
    AI capability
    Content generation · Document processing · Software engineering
    Input data
    Structured & accounting data
    Output
    Structured record
    Discuss this opportunity
  • Nonprofit organizations

    Track temperature points using satellite data

    AI supports automatic tracking of hot spots in areas at risk of fire. Processes satellite observations and highlights areas for specialist attention. The result is signals about potentially dangerous thermal anomalies that require verification and comparison with the actual situation on the ground.

    Explore the metadata
    AI capability
    Anomaly detection
    Input data
    Maps & geospatial data
    Output
    Alert
    Discuss this opportunity
  • Cross-industry

    Reports on HR indicators

    To analyze personnel indicators, AI can summarize personnel data, highlight changes and prepare explanations for reports. The HR team receives a summary for discussion; the interpretation of indicators and decisions affecting employees is checked by a responsible specialist.

    Explore the metadata
    AI capability
    Reasoning & analysis
    Input data
    Structured & accounting data
    Output
    Report or summary
    Discuss this opportunity
  • Retail & trade

    Registration of personal cards

    AI creates an image for a gift or other personal card based on the user's text description. Allows you to choose the mood, plot and visual design instead of using only ready-made templates. The resulting design can be used in the design of the map after checking the quality of the image, the acceptability of the content and the legality of the use of visual elements.

    Explore the metadata
    AI capability
    Content generation
    Input data
    Text & messages
    Output
    Content
    Discuss this opportunity
  • Construction & real estate

    Submit requests for service and access

    The assistant receives household and technical requests from residents and submits requests to service organizations or partners. In the provided scenarios, it also creates guest passes and helps to understand the connected services. The result is a registered application or a completed operation, and not just a found instruction.

    Explore the metadata
    AI capability
    Knowledge retrieval · Workflow execution
    Input data
    Text & messages
    Output
    System action
    Discuss this opportunity
  • Construction & real estate · Consumer services · Education & research · Healthcare & veterinary services · Hospitality & food service · IT & internet

    Create and edit customer records

    The assistant specifies the service and the desired time, obtains available slots from the schedule and makes an entry in the associated system. Depending on the scenario, it confirms, reschedules or cancels the visit and sends reminders. The result is an updated record, and not just a response about the possibility of visiting.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval · Optimization & planning · Recommendations & personalization · Speech processing · Workflow execution
    Input data
    Text & messages · Audio & speech · Structured & accounting data
    Output
    System action
    Discuss this opportunity
  • Agriculture · Consumer services · Food manufacturing · Manufacturing · Retail & trade

    Place customer orders in the accounting system

    The assistant clarifies the contents and parameters of the order, checks the information and calculates the available conditions, including cost or term. He registers the order in the associated system and confirms it to the client or transfers it to the contractor. The result is a completed order, not just a pre-qualified request. Information from the dialogue becomes the basis of the work order.

    Explore the metadata
    AI capability
    Content generation · Document processing · Perception & recognition · Recommendations & personalization · Workflow execution
    Input data
    Text & messages · Documents & scans · Structured & accounting data
    Output
    System action · Structured record
    Discuss this opportunity
  • Tourism

    Organize your trip through dialogue

    The assistant understands the travel request, selects tickets and hotels, and uses connected service functions to prepare the order. He can create a route and transfer the user to the finished design. The result differs from a simple tourist recommendation in that it is connected to the order and system operations.

    Explore the metadata
    AI capability
    Knowledge retrieval · Optimization & planning · Recommendations & personalization · Workflow execution
    Input data
    Text & messages · Structured & accounting data
    Output
    System action · Plan or schedule
    Discuss this opportunity
  • Construction & real estate

    Prepare working drawings from the design model

    The module receives the design model and generates the design of floor plans. It places dimensions, leaders, and other elements needed for a printed drawing. The result is a prepared sheet of working documentation; the creation of a new layout or structural calculations are not part of the described operation. The design uses the existing geometry of the design model.

    Explore the metadata
    AI capability
    Workflow execution
    Input data
    Drawings & design models
    Output
    Design proposal
    Discuss this opportunity

These are potential applications, not implementation results. Industry categories are a starting point; suitability depends on your process, data and constraints.

FROM POSSIBILITY TO PRACTICE

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