Challenges
Missing forecasting reduced their ability to promptly deal with machine breakdowns and equipment failures and prevent them from happening.
![Challenges](/static/21176635ff2008dd3ec2bab8eb2cbaa2/d0b66/Frame_1000007063_bda1bfc509.png)
Solution
> We utilized our well-versed software development and AI technologies as the foundation to incorporate AI and ML algorithms and, in conjunction, developed platform add-ons like Analytics, Operator, Maintenance Planner, Smart Factory, and Support.
![](/static/39142ad97a80c7c5736e778090cd1671/data_collection_1980eb4e40.png)
![Data Collection & Preprocessing](https://invozone-backend.s3.us-east-1.amazonaws.com/Vector_581_38e6beaae9.png)
Data Collection & Preprocessing
![](/static/18d081c6db44497dd9633280d1b6abad/ai_model_training_f9f95c1915.png)
![AI Model Training](https://invozone-backend.s3.us-east-1.amazonaws.com/Vector_581_38e6beaae9.png)
AI Model Training
![](/static/4feaff5eef1a563aff68c0fbfdaefbc3/real_time_data_analysis_decd4a3f3e.png)
![Real-time Data Analysis](https://invozone-backend.s3.us-east-1.amazonaws.com/Vector_581_38e6beaae9.png)
Real-time Data Analysis
![](/static/4b7d525960c8888aa7d1c4c299209484/predictive_maintenance_dc885a4498.png)
![Predictive Maintenance](https://invozone-backend.s3.us-east-1.amazonaws.com/Vector_581_38e6beaae9.png)
Predictive Maintenance
![](/static/d3f912f573829ee10611abc69c481acf/performace_optimization_e424df8f82.png)
![Performance Optimization](https://invozone-backend.s3.us-east-1.amazonaws.com/Vector_581_38e6beaae9.png)
Performance Optimization
Additional Features
![](/static/877ac6c25e4a01f5bdf35cdb0d607a2c/analytics_ad1006dbba.png)
Analytics
Sophisticated data processing functions allow decision-making based on factory production indicators, specific performance indicators, and quality metrics.
![](/static/833a3a4198d008ea2b9adba5cf81c1a2/operatoor_de088ee077.png)
Operator
Operator characteristics eliminate all complexities and make interactions easier, processes more robust, and User experiences more enjoyable.
![](/static/c9be4c9ddcd3d4733fbf40cb06bd9e46/maintenance_planner_7230a187b9.png)
Maintenance Planner
Support tools such as predictive maintenance tools enable managers to perform proactive maintenance planning, thus preventing any unnecessary downtime and improving the machinery's performance.
![](/static/0452795d172bf5d86a004e870147decd/smart_factory_bcb132ef10.png)
Smart Factory
Integrating smart factories, which involves automation, integration, and optimization of manufacturing processes, will boost factory efficiency and productivity.
![](/static/94f948d995e94ddccb20f8856a572b66/support_3db2eb8335.png)
Support
Implementation, training, and assistance services that the support team provides ensure that GlobalReader users have a smooth experience.
![effort](https://invozone-backend.s3.us-east-1.amazonaws.com/sum_up_db2f0d8ec5.png)