Analyze customer behavior, deliver personalized recommendations, and optimize inventory management
Manufacturing
Improve production processes, ensure quality control, and improve safety measures
Energy
Optimize energy consumption, predict equipment failures, and integrate renewable sources
MarTech
Automate campaigns, personalize experiences, and gain valuable insights
Logistics
Optimize supply chain management, enhance forecasting accuracy, and gain real-time visibility
Real Estate
Analyze property data, optimize valuations, and enhance buying and selling experiences
Case Studies
How AI empowered the application for Airlines
Web and mobile apps to automate the passenger boarding process
Problem:
In airports, manual baggage weighing causes delays and frustrations for passengers. The process is time-consuming, leading to queues and delayed departures. As a result, it leads to financial losses for airlines and irritates passengers.
Solution
We developed an
Android app
for cabin crew
and a web admin panel for airline operators.
Using
AI technologies
like
OpenCV
and
Mask R-CNN
,
the app analyzes photos
of baggage to estimate weight and determine if it's within limits. Cabin crew can easily approve or disapprove baggage based on the system's conclusions.
To enhance user experience, our team crafted a modern and user-friendly design for both the mobile app and web admin panel.
Functionality
Web admin panel
for airline managers to manage app users, set limits for luggage weight and size, and configure additional service parameters.
Mobile app
for stewards/stewardesses to capture photos of hand luggage, which are then analyzed by the system to estimate weight and make conclusions (overweight/too large size/luggage is standard). The app also calculates extra charges for additional services.
Project details
Project duration
4 months
Team
Business analyst
UI/UX designer
2 Web developers
2 Android developers
QA engineer
Project manager
Tech stack
Node.js
NestJS
React
Objective C / Kotlin
AWS
Amazon S3
OpenCV
Mask R-CNN
Android
Results
by 33%
baggage weigh-in speed improved
by 50%
reducing queuing time
18%
increase in passenger satisfaction
This led to a decrease in delayed departures.
The system also minimized human errors in calculating additional services.
The startup successfully showcased the solution to investors, securing funding opportunities.
Make the most of your product
with AI-powered
technologies
Computer Vision
Object detection, recognition, and tracking
Image segmentation and semantic understanding
Speech Recognition and Processing
Speaker identification and language recognition
Speech-to-text and text-to-speech conversion
Predictive Analytics
Time series analysis, regression, and classification
Demand forecasting, sales prediction, and predictive maintenance
Reinforcement Learning
Design and development of intelligent systems that learn through interactions
Applications in robotics, gaming, and optimization problems
Development of reward models and exploration strategies
Data Science
Analysis, modeling, and insights extraction from data
Machine learning algorithms and predictive modeling
Data preprocessing and visualization techniques
Intelligent Automation
AI capabilities to automate repetitive and rule-based tasks
Robotic Process Automation (RPA)
Intelligent chatbots and virtual assistants
Deep Learning
Neural networks for pattern recognition
Image and speech processing applications
Reinforcement learning and optimization problems
Natural Language Processing (NLP)
Sentiment analysis, text classification, and recommendation systems
Named Entity Recognition (NER) and entity extraction
Ready
to discuss
your project?
Reach out to us!
Let's talk business.
But you first.
Let's talk business.
But you first.
Let's talk business.
But you first.
Let's talk business.
But you first.
Let's talk business. you first.
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