THE POSSIBILITIES, MADE PRACTICAL
Find your next
way forward.
Start with the work you want to improve.
Explore where AI could make a difference.
THE USE CASE LIBRARY
What could work
for your business?
Choose an industry. Explore a process.
Or start with a word that matters to you.
536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERMaterials for selling real estate
AI helps prepare a description of the object, study competing proposals and formulate preparations for negotiations. Summarizes available information into materials that the realtor uses when working with a potential buyer. Before publishing and discussing a deal, you should check the characteristics of the item, the validity of the comparisons, and the absence of unsupported claims of benefits.
Explore the metadata
- AI capability
- Content generation · Perception & recognition · Reasoning & analysis
- Input data
- Text & messages · Images · Structured & accounting data
- Output
- Content · Report or summary
Simulate the behavior of a thermal unit
AI models the behavior of the heating unit when connecting a new consumer. The model allows you to study the expected response of the system to a change in the connection diagram. The working result is a calculated representation of the operation of the node to evaluate such a change before making a decision on its implementation.
Explore the metadata
- AI capability
- Simulation & digital twins
- Input data
- Task-dependent data
- Output
- Forecast
Simulate the operation of a railway station
AI is used in the digital model of the station to analyze the diagnosis of track defects and manage cargo flows. Combines the tasks of monitoring infrastructure and organizing station work. The result is analytical support for decisions on the condition of tracks and the movement of goods within the station.
Explore the metadata
- AI capability
- Anomaly detection · Optimization & planning · Simulation & digital twins
- Input data
- Equipment & sensor data · Structured & accounting data
- Output
- Assessment or feedback · Plan or schedule
Simulate the operation of production systems
AI is used in conjunction with a digital model of production or equipment to study its condition and behavior. If streaming data is available, it compares operating parameters and notes deviations. The result is a model and analytical support for operational decisions; the set of functions depends on the process being modeled.
Explore the metadata
- AI capability
- Anomaly detection · Autonomous control · Perception & recognition · Reasoning & analysis · Simulation & digital twins
- Input data
- Equipment & sensor data · Drawings & design models
- Output
- Assessment or feedback · Report or summary
Model the development of the territory
AI combines spatial data and remote sensing materials into a digital model of the territory. The model is used to study the region in strategic management problems. The work result is a digital representation of the territory and support for the analysis of management scenarios based on available geographical and statistical information.
Explore the metadata
- AI capability
- Simulation & digital twins
- Input data
- Maps & geospatial data · Structured & accounting data
- Output
- Assessment or feedback
Moderation of advertisements and reviews
AI analyzes the text of an ad or review for compliance with established publication rules. Helps pre-select materials for posting or additional checking by a moderator. The result requires control of errors and the possibility of revision: ambiguous wording, context and legitimate criticism cannot always be correctly assessed from a single text fragment.
Explore the metadata
- AI capability
- Reasoning & analysis
- Input data
- Text & messages
- Output
- Assessment or feedback
Monitoring and news preparation
The AI scans available information sources, selects messages based on specified criteria, and prepares news text in the selected style. If necessary, helps select an illustration. The editor receives a draft of the issue or publication, but checks the primary sources, the significance of the event and the correctness of the retelling before distributing the material.
Explore the metadata
- AI capability
- Content generation · Knowledge retrieval
- Input data
- Text & messages
- Output
- Content · Report or summary
Monitoring mentions and negativity
AI searches for mentions of the selected product or organization in available sources and highlights messages with a negative connotation. Compiles findings for further review by the marketing or communications team. Assessing sentiment and assigning mentions to the correct entity requires verification, since irony, quotations, and duplicate titles can lead to incorrect conclusions.
Explore the metadata
- AI capability
- Knowledge retrieval · Reasoning & analysis
- Input data
- Text & messages
- Output
- Report or summary · Alert
Monitor traffic conditions
AI processes traffic video streams, recognizes vehicles and helps monitor traffic conditions. The result is information for operating the road and organizing traffic flow. Specific events and control methods depend on the system, so separate automatic control functions are not assumed here.
Explore the metadata
- AI capability
- Forecasting · Perception & recognition
- Input data
- Video
- Output
- Structured record · Report or summary
Observe the mining and enrichment processes
AI analyzes visual and available sensory data during the extraction and processing of raw materials. Helps recognize objects and monitor equipment, ore flows, grinding or flotation. The result is information about the current state of the production process for operational control by specialists.
Explore the metadata
- AI capability
- Perception & recognition
- Input data
- Video · Equipment & sensor data
- Output
- Assessment or feedback · Report or summary
Monitor events in the hospital
AI analyzes video in the medical department and helps track events that require staff attention. Depending on the task, monitors the implementation of assignments and workload of employees. The result is recorded events and signals for the medical team, and not a replacement for direct observation of the patient.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition · Reasoning & analysis
- Input data
- Video
- Output
- Alert · Report or summary
Supervise transport and loading operations
AI analyzes video of work areas and recognizes vehicles, personnel and stages of maintenance or loading. Helps track activity progress, delays, and hazardous events. The result is records of the progress of work and notifications to dispatchers or security for verification and organization of further actions.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Video
- Output
- Report or summary · Alert
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