AI & IOT Services
Artificial Intelligence (AI)
ABTS is a leading AI application development company that empowers businesses to infuse intelligence into their ecosystems through the creation of AI-driven applications and integration services. With our expertise in AI and ML, we provide solutions that enhance decision-making processes in the “Manufacturing” and “Transportation” industries, enabling more accurate business predictions.
Predictive Maintenance: Utilizing advanced AI and machine learning techniques, we analyse operational data to assess the condition of equipment and machinery, effectively preventing failures. Our approach aims to optimize efficiency by transitioning from a traditional calendar-based maintenance model to a data-driven approach based on equipment depreciation, ensuring optimal utilization of resources.
We have developed an advanced AI-driven process approach at ABTS that analyzes Fault Diagnostic and real time data to generate predictive guidance for system and equipment behavior in the transportation and manufacturing sectors.
The process involves the following key activities
Data Profiling
- Our objective is to thoroughly examine the dataset, assessing its structure, completeness, accuracy, and consistency.
- This comprehensive analysis includes identifying and addressing missing data, duplicates, outliers, and inconsistencies, ensuring data quality and reliability.
Data Cleaning and Preparation
- Utilizing sophisticated techniques, we efficiently clean and preprocess data, eliminating duplicates, handling missing values, and transforming it into a compatible format that is well-suited for advanced AI analytics techniques.
- Our meticulous data preparation ensures accurate and reliable insights for effective AI-driven analytics.
Exploratory Data Analysis
- Through exploratory data analysis using various AI algorithms, we gain deeper insights into the data, uncovering patterns, trends, and relationships.
- This analysis enhances our understanding of the underlying dynamics of the dataset.
Analytics Techniques
- Leveraging state-of-the-art AI techniques such as time series analysis, anomaly detection, and clustering, we extract valuable insights from the data.
- These techniques enable us to identify significant patterns, trends, and anomalies that drive operational optimization and improve overall performance.
Our AI process approach generates comprehensive reports including
Data Profiling Report
- Presents a detailed overview of the dataset, highlighting its structural attributes, completeness, accuracy, and consistency.
- It identifies any data issues, such as missing values, duplicates, outliers, and inconsistencies.
Cleaned and
Pre-processed Data
- Provides the cleaned and pre-processed dataset, ready for analysis, ensuring data integrity and reliability.
- Our service delivers a meticulously cleaned and pre-processed dataset, ensuring the integrity and reliability of the data, ready for in-depth analysis and actionable insights.
- Benefit from a high-quality dataset that empowers informed decision-making and drives impactful outcomes.
Exploratory Data Analysis Report
- Our comprehensive exploratory data analysis delivers concise summaries of the key findings, uncovering valuable patterns, trends, and relationships within the dataset.
- Gain meaningful insights that guide informed decision-making and unlock hidden opportunities for your business.
Analytics Report
- Our consolidated analysis of AI analytics techniques brings together valuable insights, providing actionable recommendations for performance enhancement and operational optimization.
- Leverage the power of data-driven decision-making to drive measurable improvements and achieve your business objectives efficiently.
Internet of Things (IoT)
Our end-to-end IoT solutions empower the manufacturing and transportation industries by seamlessly connecting assets, operations, and services.
We offer specialized services and expertise tailored to these sectors including
Smart Manufacturing
- Unleash the transformative power of process reimagining to unlock the untapped potential of the manufacturing industry, driving innovation and sustainability.
- Embrace cutting-edge technologies and forward-thinking strategies to revolutionize manufacturing processes and shape a more sustainable future.
Intelligent Transportation
- Boost transportation efficiency and safety by harnessing the power of IoT-powered connectivity, enabling seamless communication and real-time monitoring across the transportation network.
- Empower smarter decision-making, optimize operations, and elevate the overall transportation experience with enhanced efficiency and safety measures.
Our services encompass solution development, intelligent platforms, connected devices, vertical applications, and system integration. We provide customized hardware and software solutions, integration with existing systems, and domain-specific expertise to optimize operations and drive digital transformation.
By leveraging our comprehensive IoT services, manufacturing and transportation organizations can harness the power of IoT technologies, streamline processes, and achieve industry-specific goals.
