AWS Machine Learning - AI

MARCH 20, 2025

It adheres to enterprise-grade security and compliance standards, enabling you to deploy AI solutions with confidence. Legal teams accelerate contract analysis and compliance reviews , and in oil and gas , IDP enhances safety reporting. Loan processing with traditional AWS AI services is shown in the following figure.

Data 119

Data Generative AI Artificial Inteligence Compliance 119

AWS Machine Learning - AI

NOVEMBER 7, 2024

Amazon Bedrock Agents coordinates interactions between foundation models (FMs), knowledge bases, and user conversations. The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The documents are chunked into smaller segments for more effective processing.

Lambda 131

Lambda Enterprise Automotive Knowledge Base 131

John Snow Labs

MAY 6, 2025

Log Management: Enables seamless backup, configurable data retention policies, and reliable restoration processes to support long-term governance and compliance strategies. Steps to enable Audit Logs on your Generative AI Lab instance This feature can be enabled if needed for environments that require advanced auditing or compliance tracking.

Generative AI 52

Generative AI Compliance Backup Systems Review 52

AWS Machine Learning - AI

MAY 2, 2025

Using multiple agents enables the parallel processing of intricate tasks, including regulatory compliance checking, risk assessment, and industry analysis, while maintaining clear audit trails and accountability. The primary agent can also consult attached knowledge bases or trigger action groups before or after subagent involvement.

Real Estate 96

Real Estate Artificial Inteligence Knowledge Base Lambda 96

AWS Machine Learning - AI

MARCH 18, 2025

This transcription then serves as the input for a powerful LLM, which draws upon its vast knowledge base to provide personalized, context-aware responses tailored to your specific situation. Identification of protocol deviations or non-compliance. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence 115

Artificial Inteligence Technical Review Healthcare Systems Review 115

CIO

DECEMBER 9, 2024

Assuming a technology can capture these risks will fail like many knowledge management solutions did in the 90s by trying to achieve the impossible. Michael Hobbs, founder of the isAI trust and compliance platform, agrees. Failure to do so could mean a 500% to 1,000% error increase in their cost calculations.

Enterprise 174

Enterprise Artificial Inteligence Off-The-Shelf Knowledge Base 174

AWS Machine Learning - AI

APRIL 1, 2025

Whether youre an experienced AWS developer or just getting started with cloud development, youll discover how to use AI-powered coding assistants to tackle common challenges such as complex service configurations, infrastructure as code (IaC) implementation, and knowledge base integration.

AWS 122

AWS Software Review Knowledge Base Artificial Inteligence 122

AWS Machine Learning - AI

MARCH 4, 2025

Knowledge base integration Incorporates up-to-date WAFR documentation and cloud best practices using Amazon Bedrock Knowledge Bases , providing accurate and context-aware evaluations. These documents form the foundation of the RAG architecture. Metadata filtering is used to improve retrieval accuracy.

Generative AI 122

Generative AI Technical Review Software Review Systems Review 122

AWS Machine Learning - AI

NOVEMBER 15, 2024

Amazon Bedrock Guardrails can also guide the system’s behavior for compliance with content policies and privacy standards. With RAG, you can provide the context to the model and tell the model to only reply based on the provided context, which leads to fewer hallucinations.

Applications 113

Applications Generative AI AWS Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 22, 2025

Post-event processing and knowledge base indexing After the event concludes, recorded media and transcriptions are securely stored in Amazon S3 for further analysis. AI-powered chat-based assistant A key feature of this architecture is an AI-powered chat assistant, which is used to interactively query the event knowledge base.

Media 86

Media Knowledge Base AWS Systems Review 86

AWS Machine Learning - AI

DECEMBER 11, 2024

When Amazon Q Business became generally available in April 2024, we quickly saw an opportunity to simplify our architecture, because the service was designed to meet the needs of our use caseto provide a conversational assistant that could tap into our vast (sales) domain-specific knowledge bases.

AWS 111

AWS Generative AI Technical Review Artificial Inteligence 111

Palo Alto Networks

OCTOBER 15, 2024

Immediate access to vast security knowledge bases and quick documentation retrieval is just the start. By automating and simplifying routine tasks, our AI tools allow teams to focus on strategic decision-making and complex problem solving.

Network 139

Network Cloud Policies Knowledge Base 139

AWS Machine Learning - AI

NOVEMBER 6, 2024

Inconsistent governance – Without a standardized, self-service mechanism to access the CCoE teams’ expertise and disseminate guidance on new policies, compliance practices, or governance controls, it was difficult to maintain consistency based on the CCoE best practices across each business unit.

Generative AI 117

Generative AI Government Technical Review Innovation 117

CIO

APRIL 23, 2025

NeMo Evaluator for evaluating AI models and workflows based on custom and industry benchmarks. NeMo Guardrails for improving compliance protection with safety and security measures that align with organizational policies and guidelines. This microservice uses post-training techniques like supervised fine-tuning and low-rank adoption.

Microservices 97

Microservices Software Review Technical Review Systems Review 97

AWS Machine Learning - AI

APRIL 10, 2025

They offer fast inference, support agentic workflows with Amazon Bedrock Knowledge Bases and RAG, and allow fine-tuning for text and multi-modal data. To do so, we create a knowledge base. Complete the following steps: On the Amazon Bedrock console, choose Knowledge Bases in the navigation pane. Choose Next.

Case Study 126

Case Study Artificial Inteligence Study Generative AI 126

AWS Machine Learning - AI

NOVEMBER 15, 2024

As Principal grew, its internal support knowledge base considerably expanded. With QnABot, companies have the flexibility to tier questions and answers based on need, from static FAQs to generating answers on the fly based on documents, webpages, indexed data, operational manuals, and more. 3778998-082024

Generative AI 115

Generative AI AWS Groups Artificial Inteligence 115

AWS Machine Learning - AI

MARCH 18, 2025

Today, were announcing a significant enhancement to Amazon Bedrock Guardrails: AWS Identity and Access Management (IAM) policy-based enforcement. This feature enhances AI governance by enabling centralized control over guardrail implementation. Although some of these calls might include the required guardrail, others dont.

Policies 106

Policies Generative AI Resources AWS 106

AWS Machine Learning - AI

APRIL 9, 2025

The Unsuccessful query responses and Customer feedback metrics help pinpoint gaps in the knowledge base or areas where the system struggles to provide satisfactory answers. Enforce financial services compliance with Amazon Q Business analytics Maintaining regulatory compliance while enabling productivity is a delicate balance.

Weak Development Team 93

Weak Development Team Metrics AWS Systems Review 93

AWS Machine Learning - AI

JANUARY 29, 2025

However, even in a decentralized model, often LOBs must align with central governance controls and obtain approvals from the CCoE team for production deployment, adhering to global enterprise standards for areas such as access policies, model risk management, data privacy, and compliance posture, which can introduce governance complexities.

Generative AI 102

Generative AI Organization Enterprise Artificial Inteligence 102

CIO

NOVEMBER 13, 2024

Sometimes it actually creates more work than it saves due to legal and compliance issues, hallucinations, and other issues. Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

TechCrunch

APRIL 8, 2023

If your first interview with a company is with a conversation agent or a person obviously reading generated cues from the knowledge base or whatever, do you feel like a person joining a team or a part being sized up for installation? ” Hadrius – SEC-compliance robo-advisor. Sail – Automated sales emails.

Knowledge Base 234

Knowledge Base ChatGPT Systems Review Software Review 234

AWS Machine Learning - AI

APRIL 18, 2024

However, despite its benefits, IaC’s learning curve, and the complexity of adhering to your organization’s and industry-specific compliance and security standards, could slow down your cloud adoption journey. This Knowledge Base includes tailored best practices, security guardrails, and guidelines specific to the organization.

AWS 131

AWS Applications Lambda Knowledge Base 131

AWS Machine Learning - AI

FEBRUARY 25, 2025

These delays can lead to missed security errors or compliance violations, especially in complex, multi-account environments. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 67

Lambda Generative AI AWS Software Review 67

AWS Machine Learning - AI

AUGUST 2, 2024

In this post, we explain how Cepsa Química and partner Keepler have implemented a generative AI assistant to increase the efficiency of the product stewardship team when answering compliance queries related to the chemical products they market. However, their knowledge is static and tied to the data used during the pre-training phase.

Artificial Inteligence 129

Artificial Inteligence Generative AI Energy Knowledge Base 129

CIO

JULY 22, 2024

A fraudster beats out Knowledge-based Authentication (KBA) to illegally obtain access to a customer’s account. These discrepancies require customizable solutions to help customers address their compliance needs and obligations around the world.

Technical Review 166

Technical Review Data Authentication Compliance 166

Perficient

MARCH 17, 2025

Einstein provides predictive suggestions, knowledge base articles, and even automatically suggests responses, helping agents address customer concerns with minimal effort. Knowledge Base and Self-Service Options Salesforce AgentForce comes with an extensive knowledge base that is easily accessible to both agents and customers.

Games 52

Games Knowledge Base Retail Healthcare 52

TechCrunch

APRIL 19, 2022

Algorithms, including a classifier trained on a database of over 100,000 companies, determine which data flows come from which SaaS apps and detect SaaS apps that aren’t in the knowledge base Beamy maintains.

Enterprise 201

Enterprise Software Review Technical Review Compliance 201

TechCrunch

MAY 5, 2021

” The company’s tools are based in part on the MITRE ATT&CK framework , a knowledge base of threats, tactics and techniques used by a number of other cybersecurity services, including a number of others building continuous validation services that compete with Cymulate.

Security 242

Security Testing Artificial Inteligence Machine Learning 242

AWS Machine Learning - AI

MARCH 20, 2025

Asure , a company of over 600 employees, is a leading provider of cloud-based workforce management solutions designed to help small and midsized businesses streamline payroll and human resources (HR) operations and ensure compliance.

Generative AI 95

Generative AI Artificial Inteligence Metrics AWS 95

AWS Machine Learning - AI

AUGUST 6, 2024

The company—which serves professionals in legal, tax, accounting, compliance, government, and media—expects that it will see even faster and more relevant AI results by fine-tuning Claude with their industry expertise. The solution is powered by Amazon Bedrock and customized with data to go beyond traditional email-based systems.

Generative AI 140

Generative AI Artificial Inteligence Applications Knowledge Base 140

John Snow Labs

DECEMBER 13, 2024

John Snow Labs Generative AI platform can access, understand, and apply the latest evidence-based research from the most authoritative knowledge bases. This new AI solution is powered by John Snow Labs , the award-winning Healthcare AI company and the worlds leading provider of Medical Language Models.

Knowledge Base 52

Knowledge Base Generative AI Artificial Inteligence Guidelines 52

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 106

Generative AI Technical Review Insurance Policies 106

CIO

MARCH 18, 2024

RAG optimizes LLMs by giving them the ability to reference authoritative knowledge bases outside their training data. “There are tons of documents that are not residing in an SAP system,” Herzig said. Joule already has the power to answer simple questions, like, “How many vacation days do I have left?”

Artificial Inteligence 177

Artificial Inteligence Microservices Generative AI Artificial Intelligence 177

CIO

JULY 22, 2024

They, too, were motivated by data privacy issues, cost considerations, compliance concerns, and latency issues. Service-based consumption of compute/storage resources on-premises is still a new concept for enterprises, but awareness is growing.

Strategy 193

Strategy Cloud Data Center Technical Advisors 193

CIO

OCTOBER 26, 2022

Older security methods like Knowledge-based Authentication (KBA) only prove what a person knows. All of this can be done with full PCI compliance. In fact, banks can take their contact center out of the scope of compliance altogether. Learn more from Avaya’s research about what banks should consider to digitally evolve.

Authentication 148

Authentication Banking Data Software Review 148

AWS Machine Learning - AI

APRIL 29, 2025

Compliance with AI regulation As global regulations around AI continue to evolve, red teaming can help organizations by setting up mechanisms to systematically test their applications and make them more resilient, or serve as a tool to adhere to transparency and accountability requirements.

Generative AI 76

Generative AI Weak Development Team AWS Artificial Inteligence 76

AWS Machine Learning - AI

OCTOBER 11, 2024

The assistant can filter out irrelevant events (based on your organization’s policies), recommend actions, create and manage issue tickets in integrated IT service management (ITSM) tools to track actions, and query knowledge bases for insights related to operational events. It has several key components.

Cloud 99

Cloud AWS Serverless Lambda 99