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. As a result, building such a solution is often a significant undertaking for IT teams.

Enterprise 96

Enterprise APIs Government Accountability 96

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. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing. We end with lessons learned.

Advertising 112

Advertising APIs Engineering Benchmark 112

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway.

Education 119

Education APIs Engineering Banking 119

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 111

Analytics APIs Engineering Construction 111

AWS Machine Learning

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses.

Engineering 124

Engineering Customer Support APIs Government 124

AWS Machine Learning

JANUARY 13, 2023

In the second post , we present the use cases and dataset to show its effectiveness in analyzing real-world healthcare datasets, such as the eICU data , which comprises a multi-center critical care database collected from over 200 hospitals. Therefore, it brings analytics to data, rather than moving data to analytics.

Analytics 76

Analytics Healthcare Engineering Government 76

Pointillist

FEBRUARY 19, 2018

AI and customer journey analytics are key components in assembling businesses with One Voice, joined across silos and touchpoints. Data unification is a must for any type of behavioral analytics. Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition.

Customer Experience 111

Customer Experience Analytics APIs B2B 111

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. The data collection functions call their respective source API and retrieve data for the past hour.

Marketing 75

Marketing Analytics APIs Engineering 75

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language. We do so using AWS SDK for Python (Boto3) CreateProcessingJob API calls.

Scripts 124

Scripts APIs Engineering Construction 124

NICE inContact

SEPTEMBER 4, 2019

The company continues to develop innovative applications, from integrating with its proprietary reporting platform, Omegalytics, to harnessing the power of CXone APIs to broadcast SLA performance through Amazon Alexa and other devices. How Omega continues to utilize CXone APIs for innovative integrations and applications.

APIs 77

APIs Contact Center Analytics Technology 77

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.

APIs 111

APIs Engineering Analytics Scripts 111

AWS Machine Learning

NOVEMBER 1, 2023

But finding PII among the morass of electronic data can present challenges for an organization. This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. The Logikcull applications servers are able to identify the individual instances of PII by making the DetectPiiEntities API call.

APIs 96

APIs Government Engineering Telecommunications 96

Hodusoft

NOVEMBER 27, 2020

They can optimize and monitor the performance of their team with real-time customizable API based wallboards and dashboards. The system provides managers with call analytics, dashboards, and alerts. With real-time analytics and reports, management can pinpoint which agents need more training and who are performing well.

Contact Center 52

Contact Center Analytics Contact center software APIs 52

OrecX

JUNE 10, 2021

and to feed one's third party apps (speech analytics, voice biometrics and so on) to derive advanced customer intelligence. There is truly no time like the present to assess your current voice capture environment and determine whether OrecX is right for your business. Voice data is most useful when it can be analyzed immediately.

APIs 87

APIs Contact Center Enterprise Analytics 87

AWS Machine Learning

AUGUST 26, 2022

In the final phase of the process, the extracted and validated data is sent to downstream systems for further storage, processing, or data analytics. The following is a high-level overview of the steps involved: Extract UTF-8 encoded plain text from image or PDF files using the Amazon Textract DetectDocumentText API.

APIs 91

APIs Banking Accountability industry standards 91

Natalie Petouhof

NOVEMBER 2, 2016

The Constellation ShortList presents vendors in different categories of the market relevant to early adopters. Social / digital monitoring / listening and engagement solutions include listening, monitoring, analytics and intelligence, and engagement capabilities. Data management, data acquisition, export, archiving and API integration.

APIs 84

APIs Advertising Analytics CRM 84

AWS Machine Learning

JUNE 26, 2024

These managed agents act as intelligent orchestrators, coordinating interactions between foundation models, API integrations, user questions and instructions, and knowledge sources loaded with your proprietary data. An agent uses action groups to carry out actions, such as making an API call to another tool.

APIs 110

APIs Engineering Marketing Enterprise 110

AWS Machine Learning

DECEMBER 6, 2023

In this post, we discuss a Q&A bot use case that Q4 has implemented, the challenges that numerical and structured datasets presented, and how Q4 concluded that using SQL may be a viable solution. The idea was to use the LLM to first generate a SQL statement from the user question, presented to the LLM in natural language.

Chatbots 107

Chatbots APIs Engineering CRM 107

ProProfs Blog

NOVEMBER 15, 2021

Detailed Reports And Analytics: Typeforms attempts to bridge the gap between what you’re doing and what could be done via detailed reports. The detailed survey analytics reports allow you to see who filled out the forms, when and how they have answered, and more. Advanced reporting and analytics. AI analytics and reports.

Surveys 148

Surveys Analytics Enterprise Feedback 148

AWS Machine Learning

DECEMBER 13, 2024

This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. About Clearwater Analytics Clearwater Analytics (NYSE: CWAN) stands at the forefront of investment management technology. Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

Analytics 65

Analytics Management Accountability Engineering 65

AWS Machine Learning

NOVEMBER 3, 2022

Intelligent document processing with AWS AI and Analytics services in the insurance industry. In Part 2 , we expand the document extraction stage and continue to document enrichment, review and verification, and extend the solution to provide analytics and visualizations for a claims fraud use case. Solution overview.

APIs 84

APIs Construction Analytics Technology 84

AWS Machine Learning

AUGUST 2, 2024

Earnings calls are live conferences where executives present an overview of results, discuss achievements and challenges, and provide guidance for upcoming periods. Maintain a measured, objective, and analytical tone throughout the content, avoiding overly conversational or casual language.

Engineering 113

Engineering Scripts Metrics APIs 113

AWS Machine Learning

FEBRUARY 9, 2023

In this post, we discuss the benefits of the AnalyzeDocument Signatures feature and how the AnalyzeDocument Signatures API helps detect signatures in documents. How AnalyzeDocument Signatures detects signatures in documents The AnalyzeDocument API has four feature types: Forms, Tables, Queries, and Signatures.

APIs 83

APIs Best practices Banking Enterprise 83

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. Evaluate payload – If there is incremental data or payload present for the current run, it invokes the monitoring branch.

Management 119

Management APIs Engineering Government 119

AWS Machine Learning

MARCH 15, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

APIs 127

APIs Engineering Technology CRM 127

AWS Machine Learning

MAY 5, 2023

Using architecture diagrams as an example, the solution needs to search through reference links and technical documents for architecture diagrams and identify the services present. Therefore, users without ML expertise can enjoy the benefits of a custom labels model through an API call, because a significant amount of overhead is reduced.

Engineering 104

Engineering APIs Scripts Enterprise 104

AWS Machine Learning

AUGUST 22, 2024

The group and user IDs are mapped as follows: _group_ids – Group names are present on spaces, pages, and blogs where there are restrictions. _user_id – Usernames are present on the space, page, or blog where there are restrictions. On the API tokens page, choose Create API token. Group names are always lowercase.

APIs 91

APIs Enterprise Accountability Management 91

Aspect

JULY 15, 2020

To understand what’s happening with agents both in the office and when working from home, contact center managers need a tool that consolidates performance information from many sources and presents it in a form that is most relevant to each contact center employee.

contact center workforce 118

contact center workforce Contact Center Real estate Average Handle Time 118

AWS Machine Learning

JULY 17, 2024

In this post, we’re using the APIs for AWS Support , AWS Trusted Advisor , and AWS Health to programmatically access the support datasets and use the Amazon Q Business native Amazon Simple Storage Service (Amazon S3) connector to index support data and provide a prebuilt chatbot web experience. AWS IAM Identity Center as the SAML 2.0-compliant

Scripts 103

Scripts APIs Enterprise Accountability 103

AWS Machine Learning

DECEMBER 18, 2023

The absence of real-time forecasts in various industries presents pressing business challenges that can significantly impact decision-making and operational efficiency. With efficient querying, aggregation, and analytics, businesses can extract valuable insights from time-stamped data.

Finance 113

Finance APIs Analytics Big data 113

AWS Machine Learning

MARCH 14, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Engineering 110

Engineering APIs Technology Finance 110

AWS Machine Learning

NOVEMBER 26, 2024

This post presents a strategy for optimizing LLM-based applications. Given the increasing need for efficient and cost-effective AI solutions, we present a serverless read-through caching blueprint that uses repeated data patterns. The solution presented in this post can be deployed through an AWS CloudFormation template.

Healthcare 110

Healthcare Chatbots Automotive Engineering 110

AWS Machine Learning

AUGUST 21, 2024

Batch inference presents itself as a compelling approach to tackle this challenge. This fully managed feature allows organizations to submit batch jobs through a CreateModelInvocationJob API or on the Amazon Bedrock console, simplifying large-scale data processing tasks.

Call Center 93

Call Center APIs Engineering Accountability 93

AWS Machine Learning

JULY 18, 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, Mistral AI, 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 103

APIs Technology Analytics Benchmark 103

AWS Machine Learning

JANUARY 6, 2023

OpenSearch Service is a fully managed service that makes it easy for you to perform interactive log analytics, real-time application monitoring, website search, and more. OpenSearch is an open source, distributed search and analytics suite derived from Elasticsearch. Solution overview. The S3 path to the movie node file.

Entertainment 85

Entertainment APIs Scripts Analytics 85

AWS Machine Learning

JANUARY 4, 2024

Today, a large amount of data is available in traditional data analytics, data warehousing, and databases, which may be not easy to query or understand for the majority of organization members. He is actively working on projects in the ML space and has presented at numerous conferences including Strata and GlueCon.

Best practices 126

Best practices Enterprise Engineering APIs 126

Pointillist

JULY 25, 2018

By Swati Sahai Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics 1.

Analytics 43

Analytics Metrics Government Journey mapping 43