AWS Machine Learning

MARCH 1, 2024

Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results. You have the option to override it to use either hybrid or semantic search in the API. billion, $6.1 billion, and $5.9 billion, $6.1

APIs 136

APIs Finance Chatbots Enterprise 136

AWS Machine Learning

FEBRUARY 21, 2025

For organizations deploying LLMs in production applicationsparticularly in critical domains such as healthcare, finance, or legal servicesthese residual hallucinations pose serious risks, potentially leading to misinformation, liability issues, and loss of user trust. User submits a question When is re:Invent happening this year?,

Engineering 121

Engineering APIs Analytics Enterprise 121

AWS Machine Learning

JANUARY 29, 2025

To facilitate this, the centralized account uses API gateways or other integration points provided by the LOBs AWS accounts. With over three decades of experience in the finance sector, he helps global finance and insurance customers unlock the full potential of Amazon Web Services (AWS).

Enterprise 90

Enterprise Government Accountability Finance 90

AWS Machine Learning

FEBRUARY 6, 2025

Amazon Bedrock is a fully managed service that provides access to high-performing foundation models (FMs) from leading AI startups and Amazon through a unified API. Measures Assistant is a microservice deployed in a Kubernetes on AWS environment and accessed through a REST API.

Healthcare 75

Healthcare APIs Analytics Transportation 75

Tenfold - Contact Center Blog

JUNE 22, 2018

The taste of this new class of customers clashes with the traditional mode of service that dominates the finance sector. 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. It’s actually self-service.

Finance 64

Finance Banking Technology Chatbots 64

AWS Machine Learning

MARCH 4, 2025

Your data remains in the AWS Region where the API call is processed. With a background in application development and enterprise architecture, he has worked with customers across sports, finance, energy, and professional services sectors. All data is encrypted in transit and at rest.

Best practices 112

Best practices Enterprise Engineering Strategic Value 112

AWS Machine Learning

APRIL 30, 2024

Transcribe Call Analytics is a generative AI-powered API for generating highly accurate call transcripts and extracting conversation insights to improve customer experience, agent productivity, and supervisor productivity. Simply turn the feature on from the Amazon Transcribe console or using the start_call_analytics_job API.

Analytics 119

Analytics APIs Customer Service Entertainment 119

AWS Machine Learning

JULY 18, 2024

By consolidating financial tools into a user-friendly interface, Lili streamlines and simplifies managing business finances and makes it an attractive solution for business owners seeking a centralized and efficient way to manage their financial operations. The vector embeddings are persisted in the application in-memory vector store.

Chatbots 133

Chatbots APIs Accountability Finance 133

Wowdesk Blog

FEBRUARY 4, 2025

Choosing a solution with robust API support improves efficiency and enhances customer interactions. Retail may need omnichannel live chat support , healthcare requires HIPAA compliance, and finance demands strict security protocols. Businesses should choose software with strong API support and test integrations before full deployment.

Customer Support 52

Customer Support Chatbots Multi-channel support CRM 52

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 129

Real estate APIs Metrics Construction 129

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 93

Real estate Finance APIs Construction 93

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 124

APIs Metrics Consulting Consulting 124

Cincom

FEBRUARY 14, 2025

Coordinate among your sales, finance, and operations teams to identify pain points where CPQ can accelerate deal velocity and improve accuracy. Use APIs and middleware to bridge gaps between CPQ and existing enterprise systems, ensuring smooth data flow. Implement event-driven architecture where updates in CRM (e.g.,

Best practices 40

Best practices Sales CRM Finance 40

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 134

APIs Advertising Entertainment Metrics 134

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 109

Finance Best practices APIs Accountability 109

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 130

Healthcare APIs Finance Feedback 130

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 121

Scripts APIs Engineering Finance 121

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 125

Finance Metrics Banking Engineering 125

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 128

Enterprise APIs Accountability Management 128

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

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. For this post, we demonstrate SMP implementation on SageMaker trainings jobs.

Engineering 109

Engineering Finance APIs Healthcare 109

AWS Machine Learning

JANUARY 7, 2025

The translation playground could be adapted into a scalable serverless solution as represented by the following diagram using AWS Lambda , Amazon Simple Storage Service (Amazon S3), and Amazon API Gateway. Strategy for TM knowledge base The LLM translation playground offers two options to incorporate the translation memory into the prompt.

Engineering 110

Engineering Metrics industry standards Finance 110

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

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 108

APIs Banking Accountability industry standards 108

AWS Machine Learning

OCTOBER 8, 2024

These tools call on AWS service APIs for the required functionality. This tools checks if there is an existing account in the bank’s Amazon DynamoDB database, by calling an endpoint deployed in Amazon API Gateway. This tool checks if the uploaded selfie matches the face on the ID by calling an endpoint deployed in API Gateway.

Banking 116

Banking APIs Accountability Engineering 116

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 96

APIs Finance Engineering Analytics 96

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

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

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 94

APIs Banking SaaS Engineering 94

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 132

APIs Engineering Marketing Enterprise 132

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 93

APIs Banking Finance Analytics 93

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 111

APIs Accountability Enterprise Transportation 111

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 105

APIs Scripts Accountability Enterprise 105

AWS Machine Learning

JULY 10, 2024

Leverage even more data sources for Retrieval Augmented Generation (RAG) – With RAG, you can provide a model with new knowledge or up-to-date info from multiple sources, including document repositories, databases, and APIs. It leverages Deloitte’s proprietary data and industry depth across the finance function.

Real estate 140

Real estate Enterprise Finance Analytics 140

AWS Machine Learning

NOVEMBER 1, 2024

Tools and APIs – For example, when you need to teach Anthropic’s Claude 3 Haiku how to use your APIs well. Based on our hyperparameter tuning experiments across different use cases, the API allows a range of 4–256, with a default of 32. We focus on the task of answering questions about the table.

Best practices 96

Best practices APIs Finance Metrics 96

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

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 129

APIs Engineering Metrics Enterprise 129