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 CHAPTERSatellite data for forest surveillance
For forest surveillance, AI can compare satellite images and highlight areas with noticeable changes in forest cover. Specialists receive a list of territories to study and plan inspections; conclusions about the nature of the changes are confirmed by additional examination.
Explore the metadata
- AI capability
- Reasoning & analysis
- Input data
- Images · Maps & geospatial data
- Output
- Report or summary
Car price comparison
AI compares the price of a used car with the prices of similar offers. Helps the user understand the position of the selected option among available analogues and prepare questions for further consideration. This comparison depends on the characteristics and condition of the original vehicles and does not replace a technical inspection or independent assessment of a specific vehicle.
Explore the metadata
- AI capability
- Reasoning & analysis
- Input data
- Structured & accounting data
- Output
- Assessment or feedback
Compare completed work with the project
AI compares construction site survey data with the design model. Analyzes images, point clouds, and available measurements to highlight differences between actual execution and design. The result is a list of spatial deviations for checking the quality of work and preparing decisions to eliminate inconsistencies.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Drawings & design models · Equipment & sensor data · Images
- Output
- Assessment or feedback · Alert
Compare document editions
The system compares the original and modified versions of the document, including versions in the form of scans. It detects edits and shows differences, and if necessary, extracts specified attributes. The user receives a list of changes to check before agreeing or signing, without automatically accepting the new version. This allows you to focus on the changed conditions of the document.
Explore the metadata
- AI capability
- Document processing · Reasoning & analysis
- Input data
- Documents & scans
- Output
- Report or summary · Assessment or feedback
Build a route with visual navigation
AI determines the user’s location based on visual information and helps build a route around the territory. Navigation tips can be displayed with augmented reality. The working result is orientation between destination points taking into account the user’s specific position, and not just viewing a static map.
Explore the metadata
- AI capability
- Optimization & planning · Perception & recognition
- Input data
- Images · Maps & geospatial data
- Output
- Plan or schedule
Count and account for products
AI recognizes products and goods in images or video streams, counts objects and, if necessary, determines their class. Helps to record the volume of production, loading or receipt. The result is quantitative records for accounting and control of product transactions.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition · Workflow execution
- Input data
- Video · Images
- Output
- Structured record
Read meter readings
AI recognizes meter readings in a photograph or image of the device. Converts visible values into a record for transmission to the production system, and when available checking, highlights possible errors. The result is prepared accounting data without manually transferring each reading.
Explore the metadata
- AI capability
- Anomaly detection · Perception & recognition
- Input data
- Images
- Output
- Structured record
Read product and payment codes
AI recognizes barcodes and 2D codes using a camera. Converts the code image into data for accounting for products or preparing a payment transaction. The result is a structured record that the production system can use without manually rewriting the details contained in the code.
Explore the metadata
- AI capability
- Perception & recognition · Workflow execution
- Input data
- Images · Video
- Output
- Structured record
Thematic portal assistants
AI determines the intent of the portal visitor and directs the request to the appropriate topic assistant. Supports interactive search and discussion of the content of materials directly in the interface. The user receives a response in the context of the selected topic; The quality of routing and the actual support of the answer must be monitored, especially with an ambiguous or multi-topic question.
Explore the metadata
- AI capability
- Knowledge retrieval
- Input data
- Text & messages · Documents & scans
- Output
- Answer or recommendation
Tests on working documents
AI creates test questions based on regulatory and educational materials. Helps organize knowledge testing and prepare practical situations for the exam. The manager or instructor receives a set of tasks, checks the correctness of the answers and compliance with current requirements; The test results are considered along with other information about the employee’s training.
Explore the metadata
- AI capability
- Content generation · Learning & assessment
- Input data
- Documents & scans · Text & messages
- Output
- Content · Assessment or feedback
Client communication training
AI reproduces customer requests, including complex issues and conflict situations. The employee practices answering by voice or text, following the script, and using correct wording. The system analyzes the educational conversation and provides feedback; The leader uses exercises to prepare newcomers and develop the existing team.
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- AI capability
- Learning & assessment · Reasoning & analysis · Speech processing
- Input data
- Audio & speech · Text & messages
- Output
- Assessment or feedback · Content
Sales and objection training
AI plays the role of a potential buyer in a voice or text dialogue. The employee is trained in identifying needs, explaining value, negotiating price, and handling objections. After the exercise, the system analyzes the answers according to the specified criteria and offers feedback, and the manager can assign scenarios to the real tasks of the team.
Explore the metadata
- AI capability
- Learning & assessment · Reasoning & analysis · Speech processing
- Input data
- Audio & speech · Text & messages
- Output
- Assessment or feedback · Content
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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