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THE POSSIBILITIES, MADE PRACTICAL

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way forward.

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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Choose an industry. Explore a process.
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536 use cases to explore

IDEAS FOR YOUR NEXT CHAPTER
  • Cross-industry

    Prompt the operator with the answer and next step

    Analyze the current request and the available context of the client in order to offer the employee the formulation of a response, the necessary information, or the next step of service. A hint appears while working with a request and helps you avoid searching for information manually. The employee checks the recommendation before sending a response or performing a transaction.

    Explore the metadata
    AI capability
    Content generation · Document processing · Knowledge retrieval · Reasoning & analysis · Recommendations & personalization · Speech processing · Workflow execution
    Input data
    Audio & speech · Text & messages · Documents & scans
    Output
    Answer or recommendation · Structured record
    Discuss this opportunity
  • Construction & real estate · Telecommunications · Transport & logistics

    Verify identity by face

    AI recognizes your face to verify your identity when entering, boarding, or paying for entry. Matches the image with the recorded data in the intended process. The result is confirmation for the permitted operation; Specific rules for admission and use of biometrics are determined by the terms of service.

    Explore the metadata
    AI capability
    Perception & recognition · Workflow execution
    Input data
    Images · Video
    Output
    Assessment or feedback · System action
    Discuss this opportunity
  • Cross-industry

    Finding context in work email

    AI searches for information in corporate emails and helps restore the history of a project or communication. Combines found messages into a meaningful response so that the employee does not have to independently review the entire archive. It is important to maintain the ability to reconcile with the original letters and control access rights, especially when the correspondence contains confidential information.

    Explore the metadata
    AI capability
    Knowledge retrieval
    Input data
    Text & messages · Documents & scans
    Output
    Answer or recommendation · Report or summary
    Discuss this opportunity
  • Education & research · Healthcare & veterinary services · Pharmaceuticals

    Finding medical information

    AI finds information in medical reference materials, scientific publications and drug instructions and formulates an answer. Supports educational or professional work with information, helping to navigate through sources. This answer is not an individual prescription: relevance, evidence and applicability to a specific situation are checked by a medical specialist.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval · Reasoning & analysis · Recommendations & personalization
    Input data
    Text & messages · Documents & scans
    Output
    Answer or recommendation
    Discuss this opportunity
  • Cross-industry

    Search for payment documents

    AI finds information about contracts and payments regarding the user’s question, highlights the date and amount and shows the corresponding payment document. The result helps you quickly move from a general query to a verifiable basis of operation. Before using it in accounting, the employee checks the details and makes sure that the required payment has been found.

    Explore the metadata
    AI capability
    Document processing · Knowledge retrieval
    Input data
    Text & messages · Documents & scans
    Output
    Answer or recommendation · Structured record
    Discuss this opportunity
  • Cross-industry

    Search by Corporate Knowledge

    AI searches for information in internal documents, instructions and knowledge bases on a question formulated in ordinary language. Combines the found fragments into a response and, if possible, shows the sources. This helps the employee understand a work issue without independently viewing a large number of files; the relevance of the materials requires support.

    Explore the metadata
    AI capability
    Knowledge retrieval · Reasoning & analysis · Speech processing
    Input data
    Text & messages · Documents & scans
    Output
    Answer or recommendation
    Discuss this opportunity
  • Cross-industry

    Search for potential business clients

    AI examines the procurement and business activities of organizations to highlight companies that may be relevant to the proposed service. The team receives candidates for further qualification and contact. Observable signs do not confirm the intention to buy, so the relevance of the offer, the relevance of the information and the admissibility of communication must be checked separately.

    Explore the metadata
    AI capability
    Reasoning & analysis · Recommendations & personalization
    Input data
    Structured & accounting data · Text & messages
    Output
    Report or summary · Answer or recommendation
    Discuss this opportunity
  • Transport & logistics

    Finding lost items

    AI helps compare photos and text descriptions of packages to find possible matches when locating a lost package. The employee receives candidates for review instead of manually reviewing all available materials. A match based on external characteristics does not confirm the identity of the item: the result must be checked against registration data and additional characteristics.

    Explore the metadata
    AI capability
    Knowledge retrieval · Perception & recognition
    Input data
    Images · Text & messages
    Output
    Answer or recommendation
    Discuss this opportunity
  • Pharmaceuticals

    Finding gaps in assortment

    AI compares search demand, competitors' available inventory, and search results to highlight underrepresented product lines. The team receives a list of directions for further study and preparation of cards. This analysis does not confirm future sales; conclusions must be verified based on product availability, seasonality, restrictions and economic conditions.

    Explore the metadata
    AI capability
    Reasoning & analysis
    Input data
    Text & messages · Structured & accounting data
    Output
    Report or summary · Answer or recommendation
    Discuss this opportunity
  • Cross-industry

    Help decompose development tasks

    The assistant brings together the context of program code, documentation, and team tasks. It helps to break down the work into separate steps, prepare test cases and record brief summaries of discussions. The result supports development organization without automatically assuming code changes have been made or the application has been released. The prepared materials are based on the general context of teamwork.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval · Software engineering
    Input data
    Source code · Documents & scans · Text & messages
    Output
    Plan or schedule · Content
    Discuss this opportunity
  • Construction & real estate

    Client system assistant

    When working with customer data, AI can summarize interaction history, highlight open questions, and prepare drafts for next requests. The employee receives a brief card of the situation and materials for continuing communication with the client.

    Explore the metadata
    AI capability
    Reasoning & analysis
    Input data
    Task-dependent data
    Output
    Answer or recommendation
    Discuss this opportunity
  • Agriculture

    Assistant for agronomic work

    AI supports the agronomist in consultations and daily field tasks: it helps to analyze photographs of plants, calculate fertilizers, record treatments and prepare work plans. The results are used as working tips rather than mandatory instructions. Disease diagnosis, application rates and admissibility of actions must be checked against real conditions and professional requirements.

    Explore the metadata
    AI capability
    Optimization & planning · Perception & recognition · Reasoning & analysis
    Input data
    Text & messages · Images · Structured & accounting data
    Output
    Answer or recommendation · Plan or schedule · Structured record
    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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