AWS Machine Learning

AUGUST 26, 2022

Organizations in the lending and mortgage industry process thousands of documents on a daily basis. From a new mortgage application to mortgage refinance, these business processes involve hundreds of documents per application. At the start of the process, documents are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

APIs 105

APIs Banking Accountability industry standards 105

AWS Machine Learning

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. An interactive chat interface allows deeper exploration of both the original document and generated content.

Best practices 93

Best practices Enterprise Engineering Strategic Value 93

AWS Machine Learning

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The tedious process of compiling hundreds of documents is also prone to errors.

Government 126

Government APIs industry solution Education 126

Cincom

JANUARY 31, 2025

This is the scenario for companies that rely on manual processes for document generationcaught in a cycle of repetitive data entry, missing critical details, non-compliance, and whatnot. Every document you produce is an opportunity to reinforce your brands identity, tone, and professionalism. What is Document Generation Software?

CRM 40

CRM APIs industry standards Customer centricity 40

Callminer

MAY 26, 2020

For more information on the customer experience, download our white paper, The CX Pro’s Guide to Speech Analytics. First Response Time (FRT) makes this critical caller waiting period clear enough to act on, ensuring you can positively impact the customer journey and experience at the very first touchpoint.

Call Center 340

Call Center Metrics Average Handle Time First call resolution 340

AWS Machine Learning

SEPTEMBER 3, 2024

By using the Livy REST APIs , SageMaker Studio users can also extend their interactive analytics workflows beyond just notebook-based scenarios, enabling a more comprehensive and streamlined data science experience within the Amazon SageMaker ecosystem. Each document is split page by page, with each page referencing the global in-memory PDFs.

Big data 112

Big data Engineering Accountability Real estate 112

AWS Machine Learning

MARCH 19, 2025

operation.font.set({ name: 'Arial' }); // flush changes to the Word document await context.sync(); }); Generative AI backend infrastructure The AWS Cloud backend consists of three components: Amazon API Gateway acts as an entry point, receiving requests from the Office applications Add-in. Here, we use Anthropics Claude 3.5

APIs 95

APIs Automotive Accountability Analytics 95

AWS Machine Learning

OCTOBER 29, 2024

For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository. You can follow the steps provided in the Deleting a stack on the AWS CloudFormation console documentation to delete the resources created for this solution.

Best practices 108

Best practices Feedback Metrics APIs 108

AWS Machine Learning

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Construction 113

Construction APIs Metrics Accountability 113

AWS Machine Learning

JANUARY 7, 2025

The solution offers two TM retrieval modes for users to choose from: vector and document search. When using the Amazon OpenSearch Service adapter (document search), translation unit groupings are parsed and stored into an index dedicated to the uploaded file. For this post, we use a document store. Choose With Document Store.

Engineering 104

Engineering Metrics industry standards Finance 104

AWS Machine Learning

MARCH 18, 2025

Site monitors conduct on-site visits, interview personnel, and verify documentation to assess adherence to protocols and regulatory requirements. However, this process can be time-consuming and prone to errors, particularly when dealing with extensive audio recordings and voluminous documentation.

Healthcare 80

Healthcare Analytics Consulting Consulting 80

AWS Machine Learning

NOVEMBER 3, 2022

The goal of intelligent document processing (IDP) is to help your organization make faster and more accurate decisions by applying AI to process your paperwork. Insurance customers can automate this process using AWS AI services to automate the document processing pipeline for claims processing. Part 2: Data enrichment and insights.

APIs 98

APIs Construction Analytics Technology 98

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. This speeds up the PII detection process and also reduces the overall cost.

APIs 111

APIs Government Engineering Telecommunications 111

AWS Machine Learning

MARCH 27, 2025

Lets say the task at hand is to predict the root cause categories (Customer Education, Feature Request, Software Defect, Documentation Improvement, Security Awareness, and Billing Inquiry) for customer support cases. We suggest consulting LLM prompt engineering documentation such as Anthropic prompt engineering for experiments.

Education 88

Education Engineering APIs Enterprise 88

TeleDirect

JANUARY 20, 2025

Predictive Analytics takes this a step further by analyzing big data to anticipate customer needs, streamline workflows, and deliver personalized responses. These centers now utilize AI-driven tools to manage routine inquiries through chatbots powered by natural language processing (NLP).

Call Center 118

Call Center Big data call center workforce Technical Support 118

3CLogic

DECEMBER 17, 2024

As a result, agents can spend less time documenting interaction details and get back to helping the next customer faster. Due to increased efficiencies, the adoption of Generative AI is expected to replace 20-30% of agents but is also expected to create new jobs in the process.

Contact Center 98

Contact Center Self service Coaching Benchmark 98

AWS Machine Learning

APRIL 19, 2023

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option.

APIs 96

APIs Metrics Enterprise Best practices 96

AWS Machine Learning

FEBRUARY 9, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. AnalyzeDocument Signatures is a feature within Amazon Textract that offers the ability to automatically detect signatures on any document. Lastly, we share some best practices for using this feature.

APIs 98

APIs Best practices Banking Enterprise 98

AWS Machine Learning

MAY 15, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. In this post, we walk through when and how to use the Amazon Textract Bulk Document Uploader to evaluate how Amazon Textract performs on your documents.

APIs 91

APIs Construction Accountability Best practices 91

AWS Machine Learning

FEBRUARY 21, 2025

The agent knowledge base stores Amazon Bedrock service documentation, while the cache knowledge base contains curated and verified question-answer pairs. For this example, you will ingest Amazon Bedrock documentation in the form of the User Guide PDF into the Amazon Bedrock knowledge base. This will be the primary dataset.

Engineering 116

Engineering APIs Analytics Enterprise 116

AWS Machine Learning

FEBRUARY 25, 2025

This post shows how to configure an Amazon Q Business custom connector and derive insights by creating a generative AI-powered conversation experience on AWS using Amazon Q Business while using access control lists (ACLs) to restrict access to documents based on user permissions. Who are the data stewards for my proprietary database sources?

Enterprise 89

Enterprise Engineering APIs Accountability 89

CCNG

DECEMBER 6, 2020

Next in line, there was a 5-way tie for the following capabilities: Omni Channel, Speech Analytics (word or sentiment recognition), Proactive Notifications, Chat Bots, and Intelligent routing to match best agent for each call. Finally, we asked about what people are planning to add in the near future.

Omni-channel support 195

Omni-channel support Contact Center Technology voip 195

CSM Magazine

NOVEMBER 26, 2024

Borrowers can even upload required documents directly to the portal, which speeds up the approval process and eliminates the need for physical copies. Streamlined Document Management Document management has always been one of the biggest pain points in the mortgage process.

Technology 52

Technology Customer Service Real estate Chatbots 52

AWS Machine Learning

JANUARY 28, 2025

By documenting the specific model versions, fine-tuning parameters, and prompt engineering techniques employed, teams can better understand the factors contributing to their AI systems performance. SageMaker is a data, analytics, and AI/ML platform, which we will use in conjunction with FMEval to streamline the evaluation process.

Management 100

Management APIs Engineering Metrics 100

Interactions

NOVEMBER 6, 2024

Discovery and implementation Implementation with an off-the-shelf solution may include self-guided materials and documentation and some hours of assistance for a near-DIY build. Our customer success team also keeps on top of your analytics to see trends and identify areas of improvement.

Analytics 62

Analytics Contact Center Finance Healthcare 62

CCNG

APRIL 20, 2022

Numerous disparate systems generate perpetual flows of valuable data — the analytic raw material that can yield truth and intelligence about your people, performance, processes, culture and more. Once in place, establish a data management and analytics assessment program to identify data challenges and coordinate and prioritize projects.

Customer Experience 195

Customer Experience CCNG Gamification Analytics 195

CSM Magazine

FEBRUARY 11, 2025

Support ticket trends, user behavior analytics, and direct customer interviews provide valuable data that shapes product decisions. Modern product management practices incorporate AI-powered analytics to detect patterns in customer behavior and anticipate needs before they become support issues.

Customer Experience 52

Customer Experience Management Front-line service Feedback 52

AWS Machine Learning

FEBRUARY 5, 2025

Data sources We use Spack documentation RST (ReStructured Text) files uploaded in an Amazon Simple Storage Service (Amazon S3) bucket. Whenever the assistant returns it as a source, it will be a link in the specific portion of the Spack documentation and not the top of a source page. For example, Spack images on Docker Hub.

Engineering 70

Engineering Feedback Analytics Education 70

AWS Machine Learning

FEBRUARY 10, 2025

Current challenges faced by enterprises Modern enterprises face numerous challenges, including: Managing vast amounts of unstructured data: Enterprises deal with immense volumes of data generated from various sources such as emails, documents, and customer interactions.

Enterprise 67

Enterprise APIs Government Healthcare 67

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. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Engineering 108

Engineering APIs Sales Enterprise 108

AWS Machine Learning

JANUARY 31, 2025

The structure of the prompt was as follows: Persona definition Overall instruction Few-shot examples Detailed definitions for each class Email data input Final output instruction To learn more about prompt engineering for Anthropics Claude, refer to Prompt engineering in the Anthropic documentation.

Engineering 84

Engineering Enterprise APIs Consulting 84

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. This approach enhances cost-effectiveness and performance to promote high-quality interactions.

Analytics 78

Analytics Management Accountability Engineering 78

Callminer

JULY 22, 2020

If an employee is being dismissed due to performance concerns, you should keep all documentation on file such as data from quality assurance software solutions or performance monitoring reports, as well as any documentation from agent coaching sessions. Information about the notice period.

Call Center 182

Call Center Customer Service Best practices Coaching 182

BlueOcean

MARCH 24, 2025

Its a dynamic document that, like your partnership, requires time and attention. Establish Reporting & Analytics Expectations Reporting and analytics are essential for creating a culture of continual improvement. The contact center SOW is the framework for your relationship.

Contact Center 62

Contact Center Automotive outsourcing Analytics 62