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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
  • Hospitality & food service · Retail & trade

    Select products based on your request and preferences

    The assistant matches the buyer's request, interests and limitations with the assortment. It can clarify specifications, take into account budget, availability and behavioral history, and then suggest suitable products or alternatives. The result is a selection for selection, without the need to place an order; one task applies to different types of products.

    Explore the metadata
    AI capability
    Knowledge retrieval · Recommendations & personalization
    Input data
    Text & messages · Structured & accounting data
    Output
    Answer or recommendation
    Discuss this opportunity
  • Cosmetics · Retail & trade

    Select care based on skin photo

    The system analyzes a photograph of the face and, if available, the answers to the questionnaire, determines the visible features of the skin and suggests suitable care products. The selection may take into account the current assortment of the store. The result is a personal recommendation of cosmetics; the visual assessment is not declared as a medical diagnosis, and the virtual fitting is an additional option for a separate scenario.

    Explore the metadata
    AI capability
    Content generation · Perception & recognition · Recommendations & personalization
    Input data
    Images · Text & messages · Structured & accounting data
    Output
    Answer or recommendation · Assessment or feedback
    Discuss this opportunity
  • Media, culture & entertainment

    Selection of books by free request

    AI interprets the description of reader interest, compares it with available books and checks the proximity of the found options to the request. The user receives a selection for further selection without the need to know the exact name. Recommendations reflect available descriptions and do not guarantee that they will meet personal reading expectations.

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

    Prepare data quality checks

    The assistant creates checks for new tables and resolves recurring data quality incidents. The result helps maintain control over the suitability of the data for further use. This task relates to generating test logic and error analysis, rather than automatically correcting all entries in the repository.

    Explore the metadata
    AI capability
    Reasoning & analysis · Software engineering
    Input data
    Structured & accounting data
    Output
    Code or software configuration · Assessment or feedback
    Discuss this opportunity
  • Cross-industry

    Preparation of purchasing materials

    AI helps employees, suppliers and contractors access relevant information and prepare procurement documents. Combines information support with the creation of working drafts. The specialist checks the requirements, conditions and completeness of materials before inclusion in the procurement procedure; automatic negotiation or supplier selection does not follow from the described function.

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

    Preparation of commercial proposals

    The AI ​​collects a draft commercial proposal from information about the object, scope of work, product and available terms of sale. Can take into account specified discount rules and compare offer options. The employee receives the material for approval with the client, checking the calculations, the relevance of prices and compliance with commercial authority.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval · Reasoning & analysis · Workflow execution
    Input data
    Structured & accounting data · Text & messages
    Output
    Content
    Discuss this opportunity
  • Education & research · Nonprofit organizations

    Preparing materials for the lesson

    AI creates a lesson plan, notes, assignments and test questions on a given topic. Uses provided instructional materials and program limitations, taking into account class specifics where indicated. The teacher receives blanks for further refinement and verification: age appropriateness, subject accuracy and pedagogical appropriateness remain his responsibility.

    Explore the metadata
    AI capability
    Content generation · Learning & assessment · Recommendations & personalization
    Input data
    Text & messages · Documents & scans
    Output
    Content · Plan or schedule
    Discuss this opportunity
  • Nonprofit organizations

    Preparation of work to raise funds

    AI helps you research audiences, identify groups of potential supporters, write letters and plan team fundraising efforts. Combines analytical and editorial preparations around a specific campaign. The team receives a basis for coordinating communications and distributing tasks, while maintaining responsibility for the correctness of requests and the use of information about recipients.

    Explore the metadata
    AI capability
    Content generation · Optimization & planning · Reasoning & analysis
    Input data
    Text & messages · Structured & accounting data
    Output
    Plan or schedule · Content · Report or summary
    Discuss this opportunity
  • Cross-industry

    Preparation of advertising mailings

    AI creates email subject lines, introductory lines, body copy, and images for the email. Offers several wording options and helps edit the selected material. The marketer receives blanks for approval and comparative verification; product statements, terms of the offer and the final composition of the mailing remain under the control of the team.

    Explore the metadata
    AI capability
    Content generation
    Input data
    Text & messages
    Output
    Content
    Discuss this opportunity
  • Education & research · Retail & trade

    Preparation of articles for the site

    AI creates articles on given topics and source materials, helps structure the text and take into account search queries. In supported scripts, it adds internal links and performs initial text checks. The editor receives a draft or prepared publication; the reliability, originality of conclusions and the absence of unconfirmed statements require separate assessment.

    Explore the metadata
    AI capability
    Content generation · Workflow execution
    Input data
    Text & messages · Documents & scans
    Output
    Content
    Discuss this opportunity
  • Cross-industry

    Preparation of technical specifications

    AI helps turn a business idea into a structured technical task, based on available information about the system and its capabilities. Formulates requirements and clarifications for discussion with developers. The resulting document serves as the initial version: the scope of work, restrictions and acceptance criteria must be agreed upon with interested specialists.

    Explore the metadata
    AI capability
    Content generation · Knowledge retrieval
    Input data
    Text & messages · Documents & scans · Source code
    Output
    Content
    Discuss this opportunity
  • Cross-industry

    Workflow automation support

    For repetitive workflows, AI can parse incoming requests, extract relevant information, and prepare materials for the next step. The employee receives a structured task or a draft result that can be checked and passed on.

    Explore the metadata
    AI capability
    Reasoning & analysis
    Input data
    Task-dependent data
    Output
    Answer or recommendation
    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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