Articles

AI-Powered
Aviation
Jagdeep Chawla

AI-Powered Route Optimization for Air Cargo

Back in 2018, a trio of start-uppers came to Alaska Airlines at the invitation of their friend. Their job was autonomous driving. They came to explore if the artificial intelligence models they develop can be used in aviation route optimization. What they saw there was surprising… In this article, we shall discuss how the ending of this story helped an aviation company save millions and how artificial intelligence can improve route optimization in air cargo. Let’s get started! How AI helped to reinvent the dispatching processes at Alaskan Airlines The three start-uppers were the founders of Airspace Intelligence, Phillip Buckendorf, Kris Dorosz, and Lucas Kukielka. Here’s how they describe their first impressions at Alaska Airlines: “We expected to see science-fiction-like systems, like we know from

Jagdeep Chawla February 21, 2024
ai-driven
Aviation
Jagdeep Chawla

AI-Driven Predictive Maintenance for Aircraft

The global aircraft fleet is expected to reach 38,0000 by 2033. Since the maintenance of every piece of aircraft is costly and complex, adopting AI in aviation is inevitable. Today, industry leaders like Boeing, Airbus, and Lufthansa rush to implement AI in aircraft maintenance procedures and build up massive subdivisions like Lufthansa Technik that implement cutting-edge innovations in their fleet lifecycle. For example, Lufthansa started VR and AI-based performance check-ups in many of their airplanes, while Airbus uses 3D simulations to test aircraft safety. In this article, we’ll give a general overview of AI in the aviation industry in general, and describe the specific benefits of AI in aircraft prediction maintenance. Let’s get started! How is AI used in aviation? The role of AI in

Jagdeep Chawla February 16, 2024
balancing
Data Science
Jagdeep Chawla

Balancing Algorithms and Data

The Trade-off Between Advanced AI/ML Models and Simple Linear/Logistic Regressions for Accuracy Understanding the Algorithms Older complex machine learning uses tons of data to train AI. For example, a popular computer-vision data set known as MNIST, designed to train models to read human handwriting, contains 60,000 handwritten images from 0 to 9. Models like ChatGPT require billions of words to learn to produce human-like texts. These methods are expensive and require immense computational power, not to mention data preprocessing. For example, an image dataset, ImageNet, used to train AI tools in visual recognition, contains thousands of manually sorted categories. Advancements in deep learning promise to build smarter models. For example, an algorithm known as “transfer learning” allows to train an AI model to find kidneys

Jagdeep Chawla February 2, 2024
Data Science
Jagdeep Chawla

OCR and AI in Cargo Tracking: Real-Time Visibility

The worldwide air freight market will reach USD 133.47 billion, a considerable increase compared to USD 66.6 billion in 2021. The annual growth rate is projected to be 10.3%. With such growth in the volume of transported goods, automatization will shift from luxury to everyday necessity. In this article, we shall discuss how optical character recognition technology can merge with AI to eliminate manually held operations in the cargo industry. You’ll learn: The benefits of the AI-powered OCR software for cargo tracking Real-industry examples Prospects of OCR and AI in cargo tracking What are the unique challenges involved in cargo tracking? Product delivery involves a complex chain of operations and collaborations of numerous companies with a lot of data entered manually. Properly identifying shipped goods

Jagdeep Chawla February 2, 2024
Aviation
Jagdeep Chawla

OCR in Document Management for Aviation Companies

According to discussions on the professional pilot forum PPRuNe, flying makes up a fourth of a pilot’s duties. The rest is paperwork. Besides pushing the panel buttons and navigating the airplane through the clouds, as we see in the cinema, a pilot should perform tons of calculation and analytics tasks, which require an extreme level of concentration. OCR software for aircraft makes things simpler. In this article, we shall discuss how optical character recognition can help aviation companies handle paperwork and why OCR and AI tools are essential to make flights easier and safer. Let’s get started! Image alt. name: OCR-processed aircraft report Source: https://www.aircraftit.com/articles/technical-records-making-them-work/?area=mro How much paperwork do pilots do? Before we dive into the benefits of OCR software for aircraft, let’s check how

Jagdeep Chawla February 2, 2024
Aviation
Jagdeep Chawla

Enhancing Efficiency in Logistics: The Role of OCR and AI

According to the McKinsey report, the US economy only loses up to 95% billion US dollars a year due to delivery delays. These numbers arise from lost parcels, miscommunication, or long parcel processing. AI technology promises to minimize losses and enhance the productivity of operations. AI solutions and OCR make logistic processes faster, more innovative, and less expensive. Optical character recognition, or OCR, is a technology that converts images into texts. This tech promises enormous benefits in many business areas, including transportation. Yet, applying OCR and AI in logistics and supply chain requires a profound understanding of the business specifics. In this article, we shall speak about the benefits of AI in logistics, describe the successful business cases of the successful implementation of the OCR

Jagdeep Chawla January 25, 2024
Cloud Computing
Dipti Sharma

AWS Cloud Architects and Cloud Software Engineers

AWS Business Solutions Start building on AWS today. Organizations across every industry and of every size are running every possible use case on AWS. Our eNest AWS engineers can design and build smooth, end-to-end IT solutions for your organization. What Is AWS? Amazon Web Services (AWS) is the world’s most comprehensive and widelypreferred cloud computing service provider. AWS offers more services than any other cloud platform – from infrastructure technologies such as computing, storage, and databasesto emerging technologies such as machine learning and artificial intelligence, data lakes and analytics, and IoT. Launched in 2002, it only consists of a very limited set of tools initially. But over the years, it has significantly grown and become the leading provider in the cloud computing world. As a

Dipti Sharma November 21, 2023
.Net
Dipti Sharma

ProToCall Expert Restaurant Appliance Repair & Commercial HVAC

When you’re serving hundreds, thousands, or tens of thousands of customers each day, you can’t afford equipment breakdowns. You need dependable go-to commercial appliance repair and maintenance pros. You need ProToCall. ProToCall turned to eNest IT to help modernize customer services and resource planning via web-based and desktop applications. ProToCall wanted to develop a feature-rich app for providing customer services and resource planning via a web-based desktop. The application should all modules and features that should automate the entire workflow of the company operations with minimum user efforts. The users should be aware of the activities happening in the application at the time when they occur via instant notifications FEATURES OFFERED Employees: Manage the internal employees of the company through worksheets. Worksheets: To display the

Dipti Sharma November 21, 2023
Aviation
Dipti Sharma

How can Aviation Industry Leverage Dedicated IT Resources in 2023?

– Did you know, service-based IT companies have captured 60% of the revenue ratio in the product-service-based companies? According to a report presented by ‘Technology and Services Industry Association’ in 2023, the revenue ratio between the product and service IT-based companies has overturned towards service-based IT companies. As per TSIA’s report, ‘The State of Managed Services,’ of the top 50 most prominent tech companies, they found out that the market has flipped towards the IT service company, with them comprising 60% of the revenue. The pandemic has caused a rampant shift in every facet of life, and no business or industry has gone untouched by it. The mentality around the world has altered to adapt to the “new normal” amidst which only a few sectors/industries

Dipti Sharma April 23, 2023
Technologies that are Emerging the Aviation Industry - eNestit
Aviation
Dipti Sharma

Technologies that are Emerging in the Aviation Industry

– Emerging technologies in the aviation sector will drive the aviation industry from the few crunches and inefficiencies that it has to a more significant future journey! The eNest aviation team has been a vital part in developing aviation-related technology, which is why the next step is to know what is next in aviation technology! According to the ICAO report, “The total number of passengers carried on scheduled services rose to 4.5 billion in 2019, which is 3.6 percent higher than 2018.”But according to another report by Statista, “In 2020, due to the coronavirus pandemic, the number of scheduled passengers boarded by the global airline industry dropped to only 1.8 billion people. This represents a 60 percent loss in global air passenger traffic.” The above

Dipti Sharma April 9, 2023

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