AWS Machine Learning

NOVEMBER 6, 2023

You can use the adapter for inference by passing the adapter identifier as an additional parameter to the Analyze Document Queries API request. Adapters can be created via the console or programmatically via the API. What is the account#? What is the account name/payer/drawer name? What is the bank name/drawee name?

APIs 133

APIs Best practices Banking Accountability 133

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The ExamGenFn Lambda function saves the output file to the same S3 bucket under the prefix Questions-bank. The container image sends the REST API request to Amazon API Gateway (using the GET method). We use the default VPC for simplicity.

Education 140

Education APIs Engineering Banking 140

AWS Machine Learning

APRIL 11, 2024

For example, during the claims adjudication process, the accounts payable team receives the invoice, whereas the claims department manages the contract or policy documents. The Lambda function translates the image to an embedding by calling the Amazon Bedrock API. Categorizing documents is an important first step in IDP systems.

APIs 133

APIs Banking Enterprise Engineering 133

CSM Magazine

JULY 13, 2022

When it comes to money, it’s responsible to make informed choices regarding who you do business with, especially in banking. Consumers deserve a bank that offers competitive rates, innovative financial products, and quality services. Unfortunately, the relationship between banks and consumers varies. Fee-Free Banking.

Banking 59

Banking Customer Service APIs Finance 59

AWS Machine Learning

AUGUST 15, 2024

Figure 1: QnABot Architecture Diagram The high-level process flow for the solution components deployed with the CloudFormation template is as follows: The admin deploys the solution into their AWS account, opens the Content Designer UI or Amazon Lex web client, and uses Amazon Cognito to authenticate.

Chatbots 133

Chatbots Banking APIs Enterprise 133

CSM Magazine

MAY 26, 2024

How Baas Enables Fintech Innovation Banking has gone beyond traditional offline buildings and has become a part of our everyday online routine. These changes are seen not only in large cities – even in remote areas people now have access to banking and financial services. Flexibility BaaS enables a modular approach to banking services.

Banking 52

Banking APIs Accountability Technology 52

AWS Machine Learning

AUGUST 26, 2022

Although each mortgage application may be unique, we took into account some of the most common documents that are included in a mortgage application, such as the Unified Residential Loan Application (URLA-1003) form, 1099 forms, and mortgage note. For specialized documents such as ID documents, Amazon Textract provides the AnalyzeID API.

APIs 117

APIs Banking Accountability industry standards 117

AWS Machine Learning

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. Alternatively, you can use the CreateFlow API for a programmatic creation of flows that help you automate processes and development pipelines.

Management 134

Management APIs Chatbots Best practices 134

AWS Machine Learning

JUNE 8, 2022

Amazon API Gateway. The Uneeq digital human interfaces with a simple REST API, configured with Lambda proxy integration that in turn interacts with a deployed Amazon Lex bot. Deploy the integration, which is a simple API Gateway REST API and Lambda function using AWS Serverless Application Model (AWS SAM). AWS Lambda.

APIs 104

APIs Telecommunications Chatbots Accountability 104

Revation Systems

NOVEMBER 28, 2017

While many customers are still most comfortable banking at their local brick-and-mortar branch location, we’d like to think it’s because they enjoy seeing their favorite teller and not because they’re afraid to try online banking. On the other hand, banking virtualization allows for a much more streamlined on-the-go process.

Banking 48

Banking APIs Education Best practices 48

Tenfold - Contact Center Blog

JUNE 22, 2018

They have no attachment to legacy systems that banks and finance companies have been holding onto for years, despite the wave of new technologies in business and communications. A 2017 report by Accenture indicated that 71% of financial services consumers are open to using “entirely computer-generated support for banking services.”

Finance 64

Finance Banking Technology Chatbots 64

AWS Machine Learning

NOVEMBER 1, 2023

This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. After the files are available in text format, Logikcull passes the input text along with the language model, which is English, through Amazon Comprehend by making the ContainsPiiEntities API call.

APIs 125

APIs Government Engineering Telecommunications 125

AWS Machine Learning

JULY 3, 2024

Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API , generating responses from the retrieved information. If you want to follow along in your AWS account, download the file. Each medical record is a Word document.

APIs 136

APIs Banking Metrics Management 136

AWS Machine Learning

OCTOBER 31, 2023

Enterprise Resource Planning (ERP) systems are used by companies to manage several business functions such as accounting, sales or order management in one system. In particular, they are routinely used to store information related to customer accounts. n Question : {question}?

Healthcare 134

Healthcare APIs Engineering Accountability 134

AWS Machine Learning

JULY 29, 2022

Create accountability on data providers from individual LoBs to share curated data assets that are discoverable, understandable, interoperable, and trustworthy. In this first post, we show the procedures of setting up a data mesh architecture with multiple AWS data producer and consumer accounts. Financial services use case.

Government 102

Government Banking Analytics Accountability 102

AWS Machine Learning

OCTOBER 4, 2022

As indicated in the diagram, the S3 raw bucket contains non-redacted data, and the S3 redacted bucket contains redacted data after using the Amazon Comprehend DetectPiiEntities API within a Lambda function. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1 Costs involved. 50,000 units x $0.000002].

APIs 109

APIs Banking Analytics Accountability 109

AWS Machine Learning

OCTOBER 29, 2024

A multi-account strategy is essential not only for improving governance but also for enhancing security and control over the resources that support your organization’s business. In this post, we dive into setting up observability in a multi-account environment with Amazon SageMaker.

Government 113

Government Metrics Accountability APIs 113

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). The Content Designer Lambda function saves the input in OpenSearch Service in a question’s bank index. Choose Create function.

Chatbots 136

Chatbots APIs Self service Banking 136

Inbenta

AUGUST 10, 2021

allowing a user to create an account, upgrade or modify a booking, or order a product— chances are you’ll need to stack different bots to be able to process these complex requests. . Imagine a bank that is offering clients the possibility to open a new bank account from the comfort of their homes through a chatbot interface.

Chatbots 93

Chatbots Banking Accountability APIs 93

SmartAction

FEBRUARY 20, 2024

As we venture further into the digital age, Artificial Intelligence (AI) and voice automation are becoming key players in enhancing customer experiences and streamlining banking operations. Let’s explore the pivotal role of automation in financial services, focusing on its impact on customer service and the future of banking.

Banking 76

Banking Self service Virtual Agent APIs 76

AWS Machine Learning

MAY 24, 2023

The following video highlights the dialogue-guided IDP system by processing an article authored by the Federal Reserve Board of Governors , discussing the collapse of Silicon Valley Bank in March 2023. A key advantage of local LLM deployment lies in its ability to enhance data security without submitting data outside to third-party APIs.

Banking 94

Banking APIs Engineering Accountability 94

AWS Machine Learning

NOVEMBER 27, 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. In this example, we ingest the documentation of the Amazon Well-Architected Framework into the knowledge base.

APIs 112

APIs Enterprise Accountability Banking 112

AWS Machine Learning

OCTOBER 6, 2022

The solution automatically extracts data and classifies documents (for example, driver’s license, paystub, W2 form, or bank statement), providing the required fields for the consumer verifications used to determine if the lender will grant the loan. Main advantages. Adine Deford is the VP of Marketing at Informed.IQ.

APIs 93

APIs Banking SaaS Engineering 93

AWS Machine Learning

AUGUST 15, 2022

In part 1, we described the data capture and document classification stages, where we categorized and tagged documents such as bank statements, invoices, and receipt documents. We run the get_entities() method on the bank document and obtain the entity list in the results. Train an Amazon Comprehend custom entity recognition model.

Banking 95

Banking APIs Accountability Analytics 95

AWS Machine Learning

NOVEMBER 8, 2022

Amazon Rekognition provides pre-trained facial recognition and analysis capabilities for identity verification to your online applications, such as banking, benefits, ecommerce, and much more. The Amazon Rekognition CompareFaces API. For this, we use the Amazon Rekognition CompareFaces API. The default value is NONE.

APIs 94

APIs Healthcare Banking Accountability 94

AWS Machine Learning

FEBRUARY 6, 2023

The benefits of Amazon Lex and Talkdesk CX Cloud are exemplified by WaFd Bank , a full-service commercial US bank in 200 locations and managing $20 billion in assets. The bank has invested in a digital transformation of its contact center to provide exceptional service to its clients.

Cloud contact 89

Cloud contact Self service Contact Center Virtual Agent 89

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. Prerequisites Before you deploy this solution, make sure you have the following prerequisites set up: A valid AWS account.

Engineering 141

Engineering Chatbots Accountability Enterprise 141

AWS Machine Learning

OCTOBER 26, 2023

Our AI-powered transaction pipeline automatically processes these videos and charges the customer’s account accordingly. Achieving this performance was easy with the built-in tools and APIs from the Neuron SDK. We used the torch.neuron.DataParallel() API. Preprocessed videos of these transactions are uploaded to the cloud.

APIs 131

APIs Technology Banking Customer centricity 131

AWS Machine Learning

JUNE 24, 2022

We split the environment into multiple AWS accounts: Data lake – Stores all the ingested data from on premises (or other systems) to the cloud. The data is cataloged via the AWS Glue Data Catalog and shared with other users and accounts via AWS Lake Formation (the data governance layer). Standardising repository branching and CI/CD.

Enterprise 127

Enterprise Engineering Accountability APIs 127

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. None What is the balance for the account 1234?

Best practices 103

Best practices APIs Metrics Accountability 103

AWS Machine Learning

AUGUST 15, 2022

For the purposes of this post, we consider a set of sample documents such as bank statements, invoices, and store receipts. Amazon Comprehend also detects PII like addresses, bank account numbers, and phone numbers in text documents in real time and asynchronous batch jobs. label = [name for name in names if(name in document)].

APIs 92

APIs Banking Finance Analytics 92

AWS Machine Learning

APRIL 11, 2023

However, bad actors increasingly deploy spoof attacks using the user’s face images or videos posted publicly, captured secretly, or created synthetically to gain unauthorized access to the user’s account. This can deter a bad actor using social media pictures of another person to open fraudulent bank accounts.

APIs 96

APIs Accountability Government Healthcare 96

AWS Machine Learning

JUNE 7, 2023

Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document. We walk through how to use these improvements through code examples to use the API and process the response with the Amazon Textract Textractor library.

APIs 92

APIs Real estate Government Marketing 92

AWS Machine Learning

JULY 29, 2022

In part 1 , we addressed the data steward persona and showcased a data mesh setup with multiple AWS data producer and consumer accounts. The data scientists in this team use Amazon SageMaker to build and train a credit risk prediction model using the shared credit risk data product from the consumer banking LoB. Data exploration.

Scripts 98

Scripts Analytics Accountability Engineering 98

Nexmo

JULY 18, 2019

Their mobile application and website are pretty good, but when I saw that YNAB had recently launched an API it made me think about other ways to access the data in my budget. You’ve been able to call your bank to check the balance on your account for years, but that’s not useful for me. Prerequisites.

APIs 73

APIs Accountability Banking Engineering 73

AWS Machine Learning

NOVEMBER 6, 2023

Amazon Transcribe is a feature-rich speech-to-text API with state-of-the-art speech recognition models that are fully managed and continuously trained. Having accurate, ready-to-use transcripts is crucial to generate accurate and effective call summaries.

Contact Center 136

Contact Center CRM Analytics Average Handle Time 136

AWS Machine Learning

OCTOBER 25, 2022

The MSA step in the protein folding workflow is computationally intensive and can account for a majority of the inference time. You can use the reference architecture in this post to test different folding algorithms, test existing pre-trained models on new data, or make performant OpenFold APIs available for broader use in your organization.

APIs 96

APIs Scripts Banking Engineering 96