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 CHAPTERValidating AI application ideas
The AI platform is used to test and implement applied ideas in workflows. Supports the team's experimental work, but specific user operations and testing methods may not be described. The result of such an application should be determined through the selected task and observed outputs, without presuming the presence of completely ready-made automation.
Explore the metadata
- AI capability
- Learning & assessment
- Input data
- Task-dependent data
- Output
- Assessment or feedback
Checking drug compatibility
AI helps check the combination of drugs in a prescription and highlight issues that require specialist attention. The result is used as additional support for pharmaceutical or medical verification. The decision to take or stop medications cannot be made based solely on an automatic response: dosages, the patient’s condition and the clinical context are assessed by a qualified specialist.
Explore the metadata
- AI capability
- Reasoning & analysis
- Input data
- Documents & scans · Structured & accounting data
- Output
- Assessment or feedback
Checking audio and video standards
AI compares recordings of interactions with customers with service checklists, analyzing speech and available visual signs of employee behavior. Prepares reports on compliance with standards and fragments that require analysis. The manager receives additional material to evaluate the service; interpretations of gestures, facial expressions and context must be checked especially carefully.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition · Reasoning & analysis
- Input data
- Audio & speech · Video
- Output
- Assessment or feedback · Report or summary
Checking project financing conditions
AI can compare financing terms with project parameters, payment schedules and established restrictions, noting inconsistencies and unmet requirements. The result is a table of conditions with verification statuses and questions for clarification. The financial specialist reviews the findings and makes a decision on the transaction.
Explore the metadata
- AI capability
- Reasoning & analysis
- Input data
- Documents & scans
- Output
- Assessment or feedback
Check product geometry
AI compares the geometric parameters of the product with the reference shape or specified requirements. Uses images and measurements to detect deformation, misalignment, and other discrepancies. The result is a conformity assessment and the selection of products for inspection or rejection.
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- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Images · Equipment & sensor data
- Output
- Assessment or feedback · Structured record
Check the readiness of the area for hot work
AI checks the photo of the hot work site for the presence of a fire extinguisher. Until the required agent is recognized, the system blocks the start of the operation. The working result is an automated check of a separate admission condition; it does not replace a full safety assessment and other required training measures.
Explore the metadata
- AI capability
- Perception & recognition · Workflow execution
- Input data
- Images
- Output
- Assessment or feedback · Control action
Check data from contracts and primary documents
The assistant recognizes contracts, extracts and normalizes information, verifies data, and compares revisions. Additionally, he controls the associated primary documentation with repeated verification of the results. The result is prepared data and comments on a set of accounting materials, and not a final decision on concluding a contract.
Explore the metadata
- AI capability
- Document processing
- Input data
- Documents & scans
- Output
- Structured record · Assessment or feedback
Check actions according to work regulations
AI matches observed actions or photographs with established work procedures and checklists. Highlights missed steps and deviations from the sequence of operations. The result is observations, a log of violations, or prompts for employees and managers to review the context and select corrective actions.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition · Reasoning & analysis
- Input data
- Video · Images
- Output
- Assessment or feedback · Alert
Check documents and photo compliance
The system extracts information from identity documents and performs the required checks. It matches the document photo with the selfie, and in certain scenarios checks the validity, authenticity and signs of alteration of the image. The result helps the employee or service decide whether to continue processing.
Explore the metadata
- AI capability
- Anomaly detection · Document processing · Perception & recognition
- Input data
- Documents & scans · Images
- Output
- Structured record · Assessment or feedback
Check contamination and grade of scrap
AI analyzes the layers of unloaded scrap metal, assessing contamination and grade compliance. Reports suspicious areas and stores visual materials for batch inspection. The result is acceptance control with the ability to stop unloading and prepare a photo report on detected deviations.
Explore the metadata
- AI capability
- Anomaly detection · Autonomous control · Perception & recognition
- Input data
- Video · Images
- Output
- Assessment or feedback · Alert · Report or summary
Check purchases and write-offs for anomalies
AI checks the purchase and write-off operations of inventory items. Highlights unusual records or combinations of transactions for subsequent analysis. The result is a list of anomalies that allows specialists to focus their review on potentially problematic inventory movements without automatically labeling each anomaly as a violation.
Explore the metadata
- AI capability
- Anomaly detection
- Input data
- Structured & accounting data
- Output
- Alert
Check purchasing specifications
The assistant analyzes the purchasing specification and checks its requirements, compliance with the subject of purchase, information about the counterparty and the budget. The result is comments on the prepared task for further verification by the employee. The task is different from comparing an already received supplier proposal with an approved task.
Explore the metadata
- AI capability
- Document processing · Reasoning & analysis
- Input data
- Documents & scans · Structured & accounting data
- Output
- Assessment or feedback
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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