AWS for Industries
Category: Artificial Intelligence
Scalable rig-report-processing solution on AWS
Introduction Daily rig reports, such as drilling, completion, and workover reports, are critical to the oil and gas industry because they provide important information about all rig operations (Figure 1) and help maintain operational efficiency and safety. However, manually processing these reports can be a daunting task, especially given the large volumes of drilling and […]
Driving Business Outcomes with Clickstream Data
In today’s competitive world, customer obsession isn’t an option, it’s an imperative. Mastering customer obsession starts with data—demographics, psychographics, transactions, purchase records, support cases, product usage, shopping habits, content preferences, and more. According to Gartner report, less than 10% of companies have a 360-view of the consumer. Not because they don’t try, but because it […]
Enhanced interoperability with SMART on FHIR support in Amazon HealthLake
Introduction From its launch in July 2021, Amazon HealthLake has provided secure access through AWS Identity and Access Management (IAM). AWS recently launched new FHIR API capabilities on Amazon HealthLake including support for SMART on FHIR 1.0.0. With the support for SMART on FHIR, HealthLake now offers authorization based on the SMART framework using FHIR scopes […]
Implement FAIR scientific data principles when building HCLS data lakes
The FAIR data principles were first proposed in a seminal paper published in 2016 in the Journal Scientific Data. It was written by a group of international experts in data management and curation. To address the challenges that the research community is facing, they proposed FAIR Principles as a framework for making data more discoverable, […]
Applying carbon value modeling to achieve net-zero
Climate change is one of the most pressing issues of our time, and it’s becoming increasingly clear that we need to take rapid action to reduce our carbon emissions. To be carbon-neutral by 2050 and keep the Earth’s mean temperature below 2° C of preindustrial levels, the world must curb emissions by 7.6 percent per […]
Enhancing Retail Store Inventory Management through RFID Technology & AWS
Guidance for RFID Store Inventory Management on AWS The need for RFID (Radio Frequency Identification) is growing. Retailers face many challenges in managing their inventory, including out-of-stock situations, misplaced items, and shrinkage. These challenges can impact the bottom line and hurt the customer experience. To address these issues, retailers are increasingly turning to RFID technologies. […]
The Next Frontier: Generative AI for Financial Services
Generative artificial intelligence (AI) applications like ChatGPT have captured the headlines and imagination of the public. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. Like all AI, generative AI is powered by machine learning (ML) models—very large models (known as Large Language […]
How Generative AI will transform manufacturing
Introduction Artificial intelligence (AI) and machine learning (ML) have been a focus for Amazon for decades, and we’ve worked to democratize ML and make it accessible to everyone who wants to use it, including more than 100,000 customers of all sizes and industries. This includes manufacturing companies who are looking beyond AI/ML to generative AI […]
Improve Patient Safety Intelligence Using AWS AI/ML Services
Today, healthcare organizations rely on a combination of automated and manual processes to compose, review, and classify patient safety reports. These reports are entered manually by front-line clinicians into the RL Datix reporting system. This entry includes both discrete data points as well as a free-text narrative. Although the data collection process may begin with […]
Track customer traffic in aisles and cash counters using Computer Vision
The retail industry has changed dramatically over the last couple of decades. From small shops to large retail chains of stores. The rise of ecommerce, use of digital promotions and targeted marketing are just some examples where technology has contributed to the immense growth of the market. From personalized customer experiences to sustainability the field […]







