AI Use Cases and Applications in Data

AI Use Cases in Data

Data Visualization

Visualize your data for better analytics and decision making. Let the dashboards speak. Convey your message more easily and more esthetically.

Data Management & Monitoring

Keep your data high quality for advanced analytics. Adjust the quality by filtering the incoming data. Save time by automating manual and repetitive tasks.

Data Integration

Combine your data from different sources into meaningful and valuable information. Data traffic depends on multiple platforms. Therefore, managing this huge traffic and structuring the data into a meaningful format will be important. Keep your data lake available for further analysis.

Data Preparation Platform

Prepare your data from raw formats with data quality problems to a clean, ready to analyze format. Use extract, transform, and load (ETL) platforms to fine-tune your data before placing it into a data warehouse.

Data Cleaning & Validation Platform

Avoid garbage in, garbage out by ensuring the quality of your data with appropriate data cleaning processes and tools. Automate the validation process by using external data sources. Regular maintenance cleaning can be scheduled, and the quality of the data can be increased.

Data Labeling

Unless you use unsupervised learning systems, you need high quality labeled data. Label your data to train your supervised learning systems. Human-in-the-loop systems auto label your data and crowdsource labeling data points that cannot be auto-labeled with confidence.

Synthetic Data

Computers can artificially create synthetic data to perform certain operations. The synthetic data is usually used to test new products and tools, validate models, and satisfy AI needs. Companies can simulate not yet encountered conditions and take precautions accordingly with the help of synthetic data. They also overcome the privacy limitations as it doesn’t expose any real data.

AppDev

App development platforms for your custom projects. Your in-house development team can create original projects for your specific business needs. These platforms will help your team with the necessary tools.