THE POSSIBILITIES, MADE PRACTICAL
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536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERCheck the consistency of application documents
The system analyzes the documents submitted along with the application and notes errors, discrepancies and inconsistencies with the established criteria. If necessary, it identifies document types and extracts information for matching. The result helps the employee check the package, not limited to counting the presence of required attachments. The check is aimed at consistency of the content of the materials provided.
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- AI capability
- Anomaly detection · Document processing · Workflow execution
- Input data
- Documents & scans · Structured & accounting data
- Output
- Assessment or feedback · Structured record
Check the content and design of presentations
The system checks the presentation for compliance with the design rules and text quality. It analyzes links and unwanted language and matches numerical values in text with diagrams. The result is comments on the consistency and design of the material, rather than an automatically generated new presentation. The check considers text and graphic data together.
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- AI capability
- Anomaly detection · Document processing
- Input data
- Documents & scans
- Output
- Assessment or feedback
Check the condition of transport facilities
AI is used for automatic visual inspection of containers or railway cars. Processes inspection data and helps assess the condition of the object. The result is information for technical verification; specific types of defects and a set of measured parameters are determined by the task and the available monitoring system.
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- AI capability
- Perception & recognition
- Input data
- Images · Equipment & sensor data
- Output
- Assessment or feedback
Check technical and design documentation
The assistant analyzes technical, design, or research reports and highlights comments on the content. Given criteria, it associates issues with sections and determines their significance. The result is used to prepare the document for examination and further verification by a specialist; The composition of the checks depends on the disclosed scenario.
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- AI capability
- Document processing · Reasoning & analysis
- Input data
- Documents & scans
- Output
- Assessment or feedback · Report or summary
Review legal documents for risks and compliance with regulations
Analyze contracts and other legal documents, comparing provisions with approved requirements, templates and list of risks. The output is comments on specific fragments and a list of deviations for verification by a lawyer. Such an analysis helps prepare the agreement, but is not an independent legal opinion or permission to sign.
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- AI capability
- Content generation · Document processing · Knowledge retrieval · Reasoning & analysis
- Input data
- Documents & scans · Text & messages
- Output
- Assessment or feedback · Report or summary · Answer or recommendation
Guide the candidate through the selection stages
The assistant processes the responses, begins a dialogue with the applicant and conducts the prescribed pre-selection. It can submit assignments, schedule interviews, re-contact the candidate, and transmit information to the HR system. The result is the completed stages of the recruiting process, and not just the evaluation of the resume. The dialogue accompanies the candidate between successive selection steps.
Explore the metadata
- AI capability
- Content generation · Document processing · Reasoning & analysis · Speech processing · Workflow execution
- Input data
- Text & messages · Documents & scans · Structured & accounting data
- Output
- System action · Assessment or feedback
Predict attention to product images
The model analyzes the product image and estimates the distribution of viewer attention across its areas. The result is displayed as a heat map, attention shares and estimated eye movement. This score helps review card design, but is not a direct measurement of future purchases or actual behavior of each visitor.
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- AI capability
- Forecasting · Perception & recognition
- Input data
- Images
- Output
- Forecast · Assessment or feedback
Forecast power plant output
AI can estimate future output from solar and wind power plants based on generation history, weather forecasts and equipment availability. The result is a forecast over time intervals indicating uncertainty. Experts check its applicability before using it in planning power system operating modes.
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- AI capability
- Forecasting
- Input data
- Task-dependent data
- Output
- Forecast
Predict diseases and medical complications
The model analyzes the patient’s medical information, identifies risk factors and estimates the likelihood of disease, deterioration or complications. The result helps identify patients who require additional attention. If there is a scenario, the doctor receives a notification; prognosis does not replace clinical decision and does not automatically prescribe treatment.
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- AI capability
- Forecasting · Reasoning & analysis · Recommendations & personalization
- Input data
- Documents & scans · Structured & accounting data
- Output
- Forecast · Alert
Forecast changes in real estate prices
To compare the prospects of real estate objects, AI can analyze market data and assess the possible dynamics of value by segment. The user receives a comparative forecast for discussion; financial conclusions and decisions on the transaction are checked by a specialized specialist.
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- AI capability
- Forecasting
- Input data
- Task-dependent data
- Output
- Forecast
Predict the outcome of a legal dispute
The model analyzes previous judicial acts and compares the dispute under consideration with the available practice in the corresponding category. It evaluates the likely outcome of the case for preliminary analysis. The result is a forecast based on past decisions, and not a legal guarantee or an independent procedural action.
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- AI capability
- Forecasting
- Input data
- Documents & scans · Structured & accounting data
- Output
- Forecast
Predict quality and possible product defects
The model uses available production or laboratory data to estimate future quality performance and potential defects. It helps to obtain a preliminary assessment before the completion of laboratory testing or subsequent production steps. The result is a prediction of properties or quality class, and not the detection of an already visible defect.
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- AI capability
- Forecasting · Workflow execution
- Input data
- Structured & accounting data · Scientific & experimental data
- Output
- Forecast
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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