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 CHAPTERWorking with corporate texts
AI helps employees search for documents, shorten voluminous texts and create work materials: messages, digests, reports and presentations. Uses available corporate information within the permitted boundaries. The output is drafts and summaries that must be checked for accuracy, completeness, and compliance with internal rules before further use.
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- AI capability
- Content generation · Document processing · Knowledge retrieval · Reasoning & analysis · Speech processing
- Input data
- Documents & scans · Text & messages
- Output
- Content · Report or summary · Answer or recommendation
Parse and prioritize security audit results
The model analyzes messages from software security checking tools, classifies the problems found and evaluates their priority. It helps weed out false positives and explains significant vulnerabilities to developers. The result is a sorted list of findings for fixes, rather than automatic elimination of all vulnerabilities.
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- AI capability
- Reasoning & analysis · Software engineering
- Input data
- Source code · Structured & accounting data
- Output
- Assessment or feedback · Report or summary
Review contract applications and tender materials
AI helps sort through contractor applications and tender materials: extract terms, compare proposals with requirements, and prepare draft documents. The result is a comparative summary and list of clarifications for further consideration by the purchasing team.
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- AI capability
- Content generation · Document processing · Workflow execution
- Input data
- Documents & scans · Structured & accounting data
- Output
- Structured record · Content
Parse network events and change network parameters
The assistant analyzes technical network events and supports engineering activities in the connected environment. In the described process, AI is also involved in network planning and traffic management, radio resources and configurations. The result is event processing and operational work with the network, and not just a reference response to the engineer.
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- AI capability
- Optimization & planning · Reasoning & analysis · Workflow execution
- Input data
- Structured & accounting data
- Output
- System action · Assessment or feedback
Analysis of dispatcher conversations
AI deciphers dispatch conversations and analyzes the content during communication. Helps you spot errors and offers appropriate instructions for further action. The dispatcher receives an operational hint, but its use requires verification based on the current situation and established rules: the system does not replace the specialist’s responsibility for a safe decision.
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- AI capability
- Reasoning & analysis · Speech processing
- Input data
- Audio & speech
- Output
- Alert · Answer or recommendation
Analysis of investment objects
AI collects information about real estate properties and analyzes prices, expected profitability and risks for pre-selection. Prepares recommendations for further consideration of the investment transaction. Calculations depend on the original announcements and assumptions, so it is necessary to separately check the documents, costs and the realism of the scenario; the result does not guarantee the financial attractiveness of the object.
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- AI capability
- Reasoning & analysis · Workflow execution
- Input data
- Structured & accounting data · Text & messages
- Output
- Report or summary · Assessment or feedback
Analysis of personal finances
AI analyzes available transaction information and discusses personal finances with the user. Helps explain the structure of operations and formulate observations in a conversational manner. The result serves as informational support and not individual investment advice; The completeness of the data and the basis for financial conclusions must be verified before making a decision.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data · Text & messages
- Output
- Report or summary · Answer or recommendation
Analysis of melting parameters
AI analyzes smelting performance to support the steelmaker. Specific conclusions and recommendations have not been specified, so automatic control of the mode or prediction of metal quality cannot be assumed. The opportunity is limited to analytical assistance: the composition of the input data, the format of the explanation and the procedure for applying the result must be agreed upon with the responsible technologists.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data · Equipment & sensor data
- Output
- Report or summary
Analysis of livestock indicators
AI integrates available information about the herd, nutrition, reproduction, health and productivity. Helps explain observed deviations and consider possible causes and actions. The specialist receives analytical support for working with animals, but must check the quality of the initial data and coordinate veterinary or technological decisions with subject matter experts.
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- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data · Equipment & sensor data
- Output
- Report or summary · Answer or recommendation
Analysis of the reasons for customer refusals
AI identifies objections, reasons for refusal, and circumstances preventing the continuation of the transaction from customer conversations. Combines observations by category and can offer the employee options for further contact. Such analysis helps to adjust training and communication, but does not prove a causal relationship and requires verification using the original dialogues.
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- AI capability
- Optimization & planning · Reasoning & analysis · Speech processing
- Input data
- Audio & speech · Text & messages
- Output
- Report or summary · Answer or recommendation
Analysis of the composition of cosmetics
AI extracts the composition of a cosmetic product from text or photographs and explains the purpose of the components. Compares information with specified skin or hair characteristics and helps consider compatibility and possible limitations. The user receives an analysis for an informed choice, but the conclusions do not replace medical advice and do not guarantee individual tolerance.
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- AI capability
- Document processing · Perception & recognition · Reasoning & analysis · Recommendations & personalization
- Input data
- Text & messages · Images
- Output
- Answer or recommendation · Assessment or feedback
Analysis of animal disease factors
AI studies production and zootechnical circumstances associated with the spread of animal diseases. Helps to structure possible factors and prepare material for veterinary and technological analysis. The findings do not automatically confirm the cause of the outbreak: the quality of observations, alternative explanations and necessary measures are assessed by subject matter experts.
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- AI capability
- Reasoning & analysis
- Input data
- Text & messages · Structured & accounting data
- Output
- Report or summary
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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