AWS Machine Learning

NOVEMBER 3, 2022

We also look into how to further use the extracted structured information from claims data to get insights using AWS Analytics and visualization services. We highlight on how extracted structured data from IDP can help against fraudulent claims using AWS Analytics services. Amazon Redshift is another service in the Analytics stack.

Analytics 95

Analytics APIs Healthcare Big data 95

AWS Machine Learning

OCTOBER 29, 2024

These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 120

Engineering APIs Sales Enterprise 120

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction.

Marketing 124

Marketing APIs Banking Entertainment 124

AWS Machine Learning

MARCH 13, 2024

The system records all audio conversations without immediate analysis. When a report is received, the workflow retrieves the related audio files and initiates the analysis process. For instance, in a social audio chat room, the system could record all conversations and apply analysis. Respond in the tag with either 'Y' or 'N'.

APIs 137

APIs Engineering Advertising Management 137

AWS Machine Learning

NOVEMBER 15, 2022

From developing public health analytics hubs, to improving health equity and patient outcomes, to developing a COVID-19 vaccine in just 65 days, our customers are utilizing machine learning (ML) and the cloud to address some of healthcare’s biggest challenges and drive change toward more predictive and personalized care.

Analytics 95

Analytics Healthcare Engineering Enterprise 95

AWS Machine Learning

DECEMBER 29, 2022

You can quickly launch the familiar RStudio IDE and dial up and down the underlying compute resources without interrupting your work, making it easy to build machine learning (ML) and analytics solutions in R at scale. Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. Solution overview. Conclusion.

APIs 134

APIs Analytics Engineering Scripts 134

AWS Machine Learning

SEPTEMBER 25, 2023

Its auto scaling feature proved crucial during high-traffic periods, ensuring that our app remained responsive and users received a steady and fast bias analysis. Connecting the Flan model to our front-end application required a robust and secure integration, which was achieved using Lambda and API Gateway.

APIs 120

APIs Automotive Education Engineering 120

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 122

Enterprise APIs Government Accountability 122

AWS Machine Learning

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. Amazon Athena to provide developers and business analysts SQL access to the generated data for analysis and troubleshooting.

Marketing 100

Marketing Analytics APIs Engineering 100

AWS Machine Learning

NOVEMBER 1, 2023

Organizations can search for PII using methods such as keyword searches, pattern matching, data loss prevention tools, machine learning (ML), metadata analysis, data classification software, optical character recognition (OCR), document fingerprinting, and encryption.

APIs 125

APIs Government Engineering Telecommunications 125

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 126

APIs Technology Healthcare Sales 126

AWS Machine Learning

JULY 18, 2024

streamlined the analysis of over 70,000 vulnerabilities, automating a process that would have been nearly impossible to accomplish manually. We also provide insights into the model selection process, results analysis, conclusions, recommendations, and Mend.io’s future outlook on integrating artificial intelligence (AI) in cybersecurity.

APIs 128

APIs Technology Analytics Benchmark 128

OrecX

JUNE 18, 2020

Oreka AC ( Audio Capture ) provides stereo/dual channel audio recording which meets the broadest set of use cases to achieve better analytics results. With Oreka AC, you can: Enhance voice biometrics results for improved root cause analysis and voice of the customer discovery.

APIs 96

APIs Engineering Analytics Call Center 96

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 135

Real estate APIs Metrics Construction 135

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. Implement group-based security for dashboard and analysis access control.

Management 137

Management APIs Engineering Government 137

AWS Machine Learning

JUNE 26, 2024

AI-powered assistants can amplify an analyst’s productivity by searching for relevant information in the customer’s own database as well as online, conducting qualitative and quantitative analysis on structured and unstructured data, enabling analysts to work faster and with greater accuracy.

APIs 134

APIs Engineering Marketing Enterprise 134

OrecX

MARCH 29, 2021

The primary goal of voice recording in today's contact centers - for many - is to capture customer interactions and then feed them to a transcription and analysis engine to uncover key words and phrases that indicate underperforming agents, distressed customers, compliance infractions, etc. The same goes for underperforming agents.

APIs 107

APIs Analytics Contact Center Engineering 107

AWS Machine Learning

NOVEMBER 1, 2022

Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. The data flow recipe consists of preprocessing steps along with a bias report, multicollinearity report, and model quality analysis. Overview of solution. DeShazo, Chris Gennings, Juan L. Cios, and John N.

Engineering 98

Engineering APIs Accountability industry solution 98

AWS Machine Learning

JANUARY 13, 2023

Machine learning (ML) presents an opportunity to address some of these concerns and is being adopted to advance data analytics and derive meaningful insights from diverse HCLS data for use cases like care delivery, clinical decision support, precision medicine, triage and diagnosis, and chronic care management.

Analytics 104

Analytics Healthcare Engineering Government 104

AWS Machine Learning

AUGUST 21, 2024

As the volume of call data grows, traditional analysis methods struggle to keep pace, creating a demand for a scalable solution. In the following sections, we provide a detailed, step-by-step guide on implementing these new capabilities, covering everything from data preparation to job submission and output analysis.

Call Center 121

Call Center APIs Engineering Accountability 121

AWS Machine Learning

MAY 7, 2024

Founded in 2014, Veritone empowers people with AI-powered software and solutions for various applications, including media processing, analytics, advertising, and more. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The following diagram illustrates the solution architecture.

APIs 136

APIs Advertising Entertainment Metrics 136

AWS Machine Learning

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

Marketing 134

Marketing APIs Engineering Analytics 134

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images.

Advertising 135

Advertising APIs Engineering Benchmark 135

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 139

APIs Healthcare Scripts Enterprise 139

Talkdesk

SEPTEMBER 4, 2020

Companies are either born on the cloud or have to be re-born on the cloud.” — Sheila McGee-Smith, president and principal analyst, McGee-Smith Analytics. Through the use of APIs, an entire ecosystem of pre-vetted banks and third-party providers is integrated, allowing a company to serve its customer base better and faster.

Banking 114

Banking Contact Center APIs Cloud contact 114

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 131

Government APIs Enterprise Best practices 131

AWS Machine Learning

MARCH 1, 2024

Machine learning (ML) technologies continually improve and power the contact center customer experience by providing solutions for capabilities like self-service bots, live call analytics, and post-call analytics. Next, you set up OAuth2 credentials in Genesys Cloud for authorizing the API call to get the final transcript.

Chatbots 130

Chatbots APIs Self service Contact Center 130

AWS Machine Learning

MAY 31, 2024

By bridging the gap between raw genetic data and actionable knowledge, genomic language models hold immense promise for various industries and research areas, including whole-genome analysis , delivered care , pharmaceuticals , and agriculture. Lastly the model is tested against a set of known genome sequences using some inference API calls.

Biotechnology 120

Biotechnology Scripts Healthcare APIs 120

aircall

FEBRUARY 26, 2018

Using Aircall’s open API, users can create customizable integrations. Real-time analytics dashboards, unique system configurations, and specific data points are all in your proverbial Lego box — create what you want. It’s our goal for Aircall to work with as many popular support and sales platforms as possible. Mobile: 14/ 20.

call center software 59

call center software Call Center First call resolution Technical Support 59

JustCall

JANUARY 5, 2023

Speech analytics software analyses live or recorded calls and interpret emotional indicators. Speech analytics software uses artificial intelligence to analyze spoken language similar to voice recognition software. What is Speech analytics? Significance of Speech Analytics. Some Best Speech Analytics Software.

Analytics 52

Analytics Coaching Call Center APIs 52

AWS Machine Learning

JULY 17, 2024

Ingesting data for support cases, Trusted Advisor checks, and AWS Health notifications into Amazon Q Business enables interactions through natural language conversations, sentiment analysis, and root cause analysis without needing to fully understand the underlying data models or schemas. AWS IAM Identity Center as the SAML 2.0-compliant

Scripts 129

Scripts APIs Enterprise Accountability 129

AWS Machine Learning

OCTOBER 14, 2024

The logic flow for generating an answer to a text-image response pair routes as follows: Steps 1 and 2 – To start, a user query and corresponding image are routed through an Amazon API Gateway connection to an AWS Lambda function, which serves as the processing and orchestrating compute for the overall process. seconds.

Chatbots 132

Chatbots APIs Engineering Healthcare 132

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 133

Analytics APIs Engineering Construction 133

AWS Machine Learning

APRIL 17, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 137

APIs Construction Management Analytics 137

Natalie Petouhof

NOVEMBER 2, 2016

This Constellation ShortList of vendors for a market category is compiled through conversations with early adopter clients, independent analysis, and briefings with vendors and partners. Social / digital monitoring / listening and engagement solutions include listening, monitoring, analytics and intelligence, and engagement capabilities.

APIs 84

APIs Advertising Analytics CRM 84

Infinity

MARCH 3, 2022

So, in autumn 2021, when Facebook partnered up with Amazon and launched the Conversion API Gateway, it was a very exciting day for Facebook advertisers. When talking Facebook and data, you’re likely to come across two key models – the Conversion API Gateway and the Facebook Pixel, but what’s the difference?

APIs 52

APIs Marketing Advertising Government 52

AWS Machine Learning

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Best practices 121

Best practices Feedback Metrics APIs 121