AWS Machine Learning

NOVEMBER 22, 2023

For example, during the project planning phase, you should invest in cloud financial management skills and tools, and align finance and tech teams to incorporate both business and technology perspectives. Most importantly, you need to establish collaboration between finance and technology. Let’s consider different project phases.

Finance 101

Finance Best practices APIs Accountability 101

AWS Machine Learning

MARCH 28, 2024

The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks. Collecting and preparing finance data Domain continual pre-training necessities a large-scale, high-quality, domain-specific dataset. the SEC assigned identifier). and FinPythia 6.9B.

Finance 118

Finance Metrics Banking Engineering 118

AWS Machine Learning

AUGUST 22, 2024

The enterprise IdP, such as Okta or Ping Identity, is used as the access manager for an authenticated user to interact with an Amazon Q Business application using an Amazon Q web experience or a custom application using an API. The IdP responds with identity or access tokens in OIDC mode, or a SAML assertion in SAML 2.0

Enterprise 120

Enterprise APIs Accountability Management 120

AWS Machine Learning

MAY 7, 2024

Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The solution runs Amazon Rekognition APIs for label detection , text detection, celebrity detection , and face detection on videos. The metadata generated for each video by the APIs is processed and stored with timestamps.

APIs 123

APIs Advertising Entertainment Metrics 123

AWS Machine Learning

MAY 30, 2024

Services range from financing and investment to property management. 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.

Real estate 126

Real estate APIs Metrics Construction 126

AWS Machine Learning

DECEMBER 22, 2023

Customers are now pre-training and fine-tuning LLMs ranging from 1 billion to over 175 billion parameters to optimize model performance for applications across industries, from healthcare to finance and marketing. Because SMP is built on top of PyTorch’s APIs, enabling optimized activation offloading requires just a few lines of code change.

Scripts 120

Scripts APIs Engineering Finance 120

AWS Machine Learning

JULY 3, 2024

In step 3, the frontend sends the HTTPS request via the WebSocket API and API gateway and triggers the first Amazon Lambda function. Once the input data is processed, it is sent to the LLM as contextual information through API calls. She is passionate about AI/ML, finance and software security topics.

Healthcare 122

Healthcare APIs Finance Feedback 122

Natalie Petouhof

APRIL 7, 2016

Foundational things like: APIs that matter, are easy to integrate and are standards-based. It isn’t just about APIs, SDKs or toolkits. A place to access technology that is essential to people’s everyday lives – money, finances, and identity. They are launching Capital One DevExchange. They are creating such a place.

APIs 40

APIs Finance Banking Engineering 40

AWS Machine Learning

JULY 10, 2024

Run the fine-tuning job using the Amazon Bedrock API Make sure to request access to the preview of Anthropic Claude 3 Haiku fine-tuning in Amazon Bedrock, as discussed in the prerequisites. Prerequisites To use this feature, make sure you have satisfied the following requirements: An active AWS account.

APIs 130

APIs Airlines Metrics Engineering 130

AWS Machine Learning

JUNE 13, 2023

Additionally, you will need to have access to LLMs through either JumpStart or API keys. Appendix Example prompts Domain Database/API Prompt SQL (Generated by LLM) Output Sales & Marketing Amazon RedShift How many ticket sales are there? Finance and Investments Snowflake Which stock performed the best and the worst in May of 2013?

APIs 83

APIs Finance Engineering Analytics 83

AWS Machine Learning

NOVEMBER 14, 2024

Reactive governance is for finding resources that lack proper tags using tools such as the AWS Resource Groups tagging API, AWS Config rules, and custom scripts. AWS Resource Groups tagging API – The AWS Resource Groups Tagging API lets you tag or untag resources. You should take action when resources lack necessary tags.

Government 100

Government Best practices Accountability APIs 100

CSM Magazine

NOVEMBER 21, 2024

Linked by API to the company’s customer platform, BigChange has replaced paper job packs with end-to-end digital workflows. BigChange is the complete Job Management system that’s helping field service businesses across the UK to win more work, take control of their operations and deliver winning customer experiences.

CRM 52

CRM Engineering Construction Finance 52

Lumoa

FEBRUARY 15, 2021

Essentially, an integration makes it possible to connect different tools, APIs, or systems to build more value out of your data. For example, Lumoa has very clear open APIs and you can easily integrate into any modern platform. These platforms usually have a rich set of APIs, so it is very easy to integrate them into Lumoa.

Customer Experience 88

Customer Experience APIs CRM Feedback 88

AWS Machine Learning

AUGUST 26, 2022

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. For structured and semi-structured documents containing forms and tables, we use the Amazon Textract AnalyzeDocument API. Train a custom classifier using the CSV file.

APIs 103

APIs Banking Accountability Analytics 103

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 103

APIs Accountability Enterprise Transportation 103

AWS Machine Learning

OCTOBER 6, 2022

To classify and extract information needed to validate information in accordance with a set of configurable funding rules, Informed uses a series of proprietary rules and heuristics, text-based neural networks, and image-based deep neural networks, including Amazon Textract OCR via the DetectDocumentText API and other statistical models.

APIs 79

APIs Banking SaaS Engineering 79

ChurnZero

JUNE 8, 2022

I am certain that we run ChurnZero’s business using data from no less than two dozen SaaS products: Customer Success platform, CRM, marketing automation, support, finance, HR and more. Finance can forecast renewals better. If we don’t, our Rest API takes the work out of things. Let’s share data, not software logins.

Finance 52

Finance SaaS CRM APIs 52

AWS Machine Learning

MAY 31, 2023

Enterprise customers in tightly controlled industries such as healthcare and finance set up security guardrails to ensure their data is encrypted and traffic doesn’t traverse the internet. Additionally, each API call can have its own configurations. Ensure that all apps are deleted before deleting the stack.

APIs 96

APIs Scripts Accountability Enterprise 96

AWS Machine Learning

OCTOBER 29, 2024

Enterprises in industries like manufacturing, finance, and healthcare are inundated with a constant flow of documents—from financial reports and contracts to patient records and supply chain documents. Historically, processing and extracting insights from these unstructured data sources has been a manual, time-consuming, and error-prone task.

Finance 103

Finance Enterprise Healthcare Scripts 103

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. To extract the raw text information for all the documents in Amazon S3, we use the Amazon Textract detect_document_text() API. Extraction phase.

APIs 78

APIs Banking Finance Analytics 78

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 119

APIs Engineering Marketing Enterprise 119

AWS Machine Learning

JULY 24, 2024

After you process the data and select the required number of rows, you can log the data using the log_input API of MLflow. In this example, we use the built-in evaluation capability of MLflow with the mlflow.evaluate() API. First, you need to set the MLflow tracking ARN and experiment name to log data.

APIs 125

APIs Engineering Metrics Enterprise 125

ChurnZero

JUNE 8, 2022

Finance needs the data to forecast renewals. You don’t have time to go into Salesforce to get customer information, nor do you have time to learn the new finance system to get updated numbers. If we don’t, our Rest API takes the work out of things. Customer data makes your whole business tick, not just your CS team.

Finance 52

Finance SaaS APIs Customer centricity 52

CSM Magazine

JULY 13, 2022

In 2019 in Sacramento, CA, ONE was established with a primary objective to simplify the lives and finances of everyday consumers. The Save Pocket is an interest-bearing sub-account where customers benefit from an interest rate of 1.00% APY. That’s why ONE has stepped on the scene and started to change the game when it comes to banking.

Banking 59

Banking Customer Service APIs Finance 59

Cincom

SEPTEMBER 8, 2020

Updates in this release for users of the cloud-based configure-price-quote solution focus on the following, while also adding several other new features: Quote-to-Order Integration into Microsoft Dynamics 365 Finance and Operations (F&O). Microsoft Power Automate Certified Connector. About Cincom.

Finance 77

Finance APIs Enterprise CRM 77

AWS Machine Learning

MARCH 22, 2023

Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. Configure the IdP To set up your IdP, you must register the Data Wrangler application and set up your authorization server or API. Configure Snowflake. Configure SageMaker Studio.

APIs 88

APIs Engineering Analytics Scripts 88

AWS Machine Learning

APRIL 10, 2023

In this post, we present a comprehensive guide on deploying and running inference using the Stable Diffusion inpainting model in two methods: through JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK.

Scripts 87

Scripts APIs Construction Finance 87

Talkdesk

OCTOBER 14, 2020

Similarly to 40 years ago , major banks, finance companies and collection agencies are muscling up call centers to respond to the arrears crisis for credit cards, auto loans, student loans and other forms of debt. For example, less than 11% of people with federal student debt are repaying their loans during COVID-19.

Banking 105

Banking Finance APIs Healthcare 105

AWS Machine Learning

SEPTEMBER 14, 2023

Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. Finally, the response is sent back to the user via a HTTPs request through the Amazon API Gateway REST API integration response. Amazon API Gateway 1M REST API Calls 3.5

APIs 116

APIs Healthcare Scripts Engineering 116

CSM Magazine

DECEMBER 13, 2022

Tim Peach, Finance Operations Manager from JT said; “Encoded provided us with the suite of solutions that we needed to give us secure payment choices that benefit our customers. IVR Payments enable customers to make card payments 24×7 and has been configured to automatically reconcile with JT’s corporate accounting systems.

Customer Experience 52

Customer Experience Finance Government Interactive Voice Response 52

Cincom

MAY 8, 2024

By using Cincom Open APIs, customers can extend and integrate other systems as needed. Behind the scenes, Cincom CPQ software seamlessly shares configured quote data with production, finance, and supply chain teams to boost accuracy in planning, forecasting, and improving quality and profitability.

APIs 52

APIs Enterprise SaaS CRM 52

AWS Machine Learning

NOVEMBER 22, 2023

You can save time, money, and labor by implementing classifications in your workflow, and documents go to downstream applications and APIs based on document type. This helps you avoid throttling limits on API calls due to polling the Get* APIs. His interests include serverless architectures and AI/ML.

APIs 114

APIs Metrics Benchmark Enterprise 114

AWS Machine Learning

AUGUST 30, 2023

To help you get started, we’ve also released a set of sample one-click deployable Lambda functions ( plugins ) to integrate QnABot with your choice of leading LLM providers, including our own Amazon Bedrock service and APIs from third-party providers, Anthropic and AI21. We expect to add more sample plugins over time.

Self service 123

Self service APIs Transportation Contact Center 123

AWS Machine Learning

AUGUST 11, 2023

For example, a language model that has beed trained to understand human language can be used to classify New Year’s resolutions tweets on multiple classes like career , health , and finance , without the language model being explicitly trained on the text classification task. We specify the script_scope as inference.

Scripts 83

Scripts Finance Construction APIs 83

AWS Machine Learning

DECEMBER 6, 2023

To create a database, you will need a free API key from Pinecone. import pinecone import os # add Pinecone API key from app.pinecone.io Prior to Pinecone James worked on AI for small tech startups to established finance corporations.

APIs 114

APIs Finance Metrics Management 114

AWS Machine Learning

JANUARY 22, 2024

If there are between 15–31 queries and the number of pages is between 2–3,001, then Amazon Textract asynchronous processing is the only option, because synchronous APIs only support up to 15 queries and one-page documents. NumberQueriesAndPagesChoice is a Choice state that adds conditional logic to a workflow.

Finance 118

Finance Enterprise APIs Healthcare 118

Hodusoft

MAY 31, 2020

One example is Snapmint, a consumer finance company that lets people buy products on installments. Call in experts to integrate Whatsapp into existing solutions through API. The company also offers API integration services for call centers to let them use Whatsapp with their current solution.

Contact Center 52

Contact Center Contact center software Customer Experience APIs 52