AWS Machine Learning

FEBRUARY 25, 2025

To build a generative AI -based conversational application integrated with relevant data sources, an enterprise needs to invest time, money, and people. Alation is a data intelligence company serving more than 600 global enterprises, including 40% of the Fortune 100. This blog post is co-written with Gene Arnold from Alation.

Enterprise 85

Enterprise Engineering APIs Accountability 85

Callminer

SEPTEMBER 14, 2020

For instance, to improve key call center metrics such as first call resolution , business analysts may recommend implementing speech analytics solutions to improve agent performance management. Successful call centers use analytics to help aid, streamline and maximize customer service and sales needs…”. AmraBeganovich. Kirk Chewning.

Call Center 182

Call Center Analytics First call resolution Metrics 182

AWS Machine Learning

MARCH 15, 2023

SageMaker runs the legacy script inside a processing container. SageMaker takes your script, copies your data from Amazon Simple Storage Service (Amazon S3), and then pulls a processing container. The SageMaker Processing job sets up your processing image using a Docker container entrypoint script.

Scripts 136

Scripts APIs Engineering Construction 136

TechSee

SEPTEMBER 24, 2019

That’s exactly why companies must strive to make sure all touchpoints are harmonized in terms of content, messaging and tone of voice, including marketing communications and customer service scripts, at every milestone along the customer journey. Take Disney, which leads the way with its omnichannel visitor experience.

Customer Experience 150

Customer Experience Self service Banking Analytics 150

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government Metrics APIs 93

AWS Machine Learning

MARCH 8, 2023

After the data is downloaded into the training instance, the custom training script performs data preparation tasks and then trains the ML model using the XGBoost Estimator. A Python script to connect to Secrets Manager to retrieve Snowflake credentials. All code for this post is available in the GitHub repo.

Scripts 125

Scripts Accountability Enterprise Management 125

DMG Consulting

SEPTEMBER 29, 2022

DMG Consulting Releases 2022 – 2023 Interaction Analytics for the Enterprise Report. Expanded utilization in enterprise-wide activities, applications and AI initiatives. What: Releases 2022 – 2023 Interaction Analytics for the Enterprise report . When: Today, 21 September 2022.

Consulting 48

Consulting Consulting Enterprise Analytics 48

DMG Consulting

JULY 16, 2019

The Advantages of Analytics-Enabled Quality Management. Analytics-enabled QM (AQM) is the future for QM, and can solve many of these issues. AQM is an application provided by speech analytics vendors. To acquire AQM, end users have to buy a complete speech analytics solution and then spend more to purchase the AQM package.

Quality management 69

Quality management Analytics Management Coaching 69

AWS Machine Learning

AUGUST 2, 2024

Traditionally, earnings call scripts have followed similar templates, making it a repeatable task to generate them from scratch each time. On the other hand, generative artificial intelligence (AI) models can learn these templates and produce coherent scripts when fed with quarterly financial data.

Engineering 124

Engineering Scripts Metrics APIs 124

AWS Machine Learning

MARCH 27, 2025

We tested the following adjustments with Anthropics Claude: We defined and assigned a persona with background information for the LLM: You are a Support Agent and an expert on the enterprise application software. You are a Support Agent and an expert on the enterprise application software. Customer: "Thank you for clarifying.

Education 101

Education Engineering APIs Enterprise 101

AWS Machine Learning

JULY 17, 2024

Amazon Q Business is a fully managed, secure, generative-AI powered enterprise chat assistant that enables natural language interactions with your organization’s data. The AWS Support, AWS Trusted Advisor, and AWS Health APIs are available for customers with Enterprise Support, Enterprise On-Ramp, or Business support plans.

Scripts 113

Scripts APIs Enterprise Accountability 113

DMG Consulting

JANUARY 24, 2023

Interaction Analytics Helps Companies Hear their Customers View this article on the publisher’s website. INTERACTION analytics (IA) is a must-have solution for enterprises that want to understand and enhance their customer experience. Interaction analytics is the only application that can provide this range of information.

Analytics 62

Analytics Enterprise Contact Center Quality management 62

AWS Machine Learning

SEPTEMBER 20, 2023

Our training script uses this location to download and prepare the training data, and then train the model. With script mode, you can use the pre-built SageMaker containers and provide your own training script, which has the model definition, along with any custom libraries and dependencies. device), target.to(device)

Scripts 120

Scripts Engineering Accountability Enterprise 120

AWS Machine Learning

AUGUST 14, 2023

Enterprise search is a critical component of organizational efficiency through document digitization and knowledge management. Enterprise search covers storing documents such as digital files, indexing the documents for search, and providing relevant results based on user queries. script to preprocess and index the provided demo data.

Enterprise 80

Enterprise Scripts Best practices Analytics 80

Calabrio

FEBRUARY 25, 2025

Here are some of the things theyve had to say: The support staff has been less than stellar The training provided to support the back end such as script building and maintenance wasn’t sufficient. Cons New to WEM: Though Genesys is a major name in the CX space, their enterprise WEM tools are relatively untested.

Management 52

Management contact center workforce Schedule adherence Contact Center 52

AWS Machine Learning

AUGUST 7, 2024

As you aim to bring your proofs of concept to production at an enterprise scale, you may experience challenges aligning with the strict security compliance requirements of their organization. In this post, we refer to the advanced analytics governance account as the AI/ML governance account.

Government 113

Government Benchmark Scripts Enterprise 113

CSM Magazine

MARCH 24, 2025

According to Gartner, 75% of enterprises will shift from piloting AI to operationalizing it by 2025. In the same spirit, cloud computing is often the backbone of AI applications, advanced analytics, and data-heavy systems. A Harvard Business Review study found that companies using big data analytics increased profitability by 8%.

Best practices 52

Best practices Analytics Finance Big data 52

AWS Machine Learning

JUNE 17, 2024

PrestoDB is an open source SQL query engine that is designed for fast analytic queries against data of any size from multiple sources. We use a preprocessing script to connect and query data from a PrestoDB instance using the user-specified SQL query in the config file. For more information on processing jobs, see Process data.

Scripts 116

Scripts Engineering Metrics Big data 116

Balto

NOVEMBER 2, 2023

Modern enterprise contact center solutions utilize Artificial Intelligence (AI) and Machine Learning (ML) to identify customer pain points, the causes of low scores, and why your customers aren’t satisfied with their experience with your company.

contact center solutions 52

contact center solutions Enterprise Contact Center Agent burnout 52

Tethr

AUGUST 6, 2020

Enterprise listening platform to the rescue. Rather than narrowly focusing on what call center agents doing, (how professionally they communicate, how friendly they are, whether or not they stay on script,) Tethr delivers insights across the entire enterprise. An upgrade from speech analytics software.

Customer Experience 78

Customer Experience Enterprise Call Center Contact Center 78

AWS Machine Learning

NOVEMBER 8, 2023

Amazon CodeWhisperer currently supports Python, Java, JavaScript, TypeScript, C#, Go, Rust, PHP, Ruby, Kotlin, C, C++, Shell scripting, SQL, and Scala. times more energy efficient than the median of surveyed US enterprise data centers and up to 5 times more energy efficient than the average European enterprise data center.

Analytics 117

Analytics Enterprise Big data Scripts 117

Avaya

JUNE 13, 2019

There are so many incredible ways that artificial intelligence (AI) can be applied across the enterprise: conversational intelligence, smart routing, agent augmentation, interaction insights. There’s a general misperception that scripted bots (those programmed by humans to interact and behave in certain ways) are true AI.

Chatbots 72

Chatbots Scripts Enterprise Analytics 72

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 73

Analytics Management Accountability Engineering 73

AWS Machine Learning

MARCH 4, 2024

And it strikes the ideal balance between intelligence and speed – qualities especially critical for enterprise use cases. Media organizations can generate image captions or video scripts automatically. In this role, Swami oversees all AWS Database, Analytics, and AI & Machine Learning services.

Benchmark 143

Benchmark Finance Engineering Enterprise 143

TechSee

DECEMBER 5, 2017

We’ve compiled a short list of innovative customer service technologies developed by talented companies that are dedicated to helping enterprises improve their customer experience at scale and successfully compete in today’s ever-changing business environment. 1. Casengo. Servicefriend.

Contact Center 116

Contact Center Technology Self service Call Center 116

Balto

JANUARY 6, 2025

Qualtrics Qualtrics CustomerXM enables businesses to foster customer-centricity by leveraging customer feedback analytics for actionable insights. Reporting and Analytics: LiveAgent provides you with in-depth insights into customer interactions, contact center performance, and overall support operations to support effective decision-making.

Call Center 52

Call Center Coaching Surveys Contact Center 52

AWS Machine Learning

APRIL 26, 2024

user Write a Python script to read a CSV file containing stock prices and plot the closing prices over time using Matplotlib. The file should have columns named 'Date' and 'Close' for this script to work correctly. If your file uses different column names, you'll need to adjust the script accordingly.

Transportation 119

Transportation Scripts Accountability Benchmark 119

Aspect

DECEMBER 27, 2017

My focus is customer service within the enterprise, and both are places where emerging technologies aren’t rushed, but are eventually embraced fully once investment decisions have been made. But it’s still early – very early. Adoption of most consumer-facing innovation starts in Marketing Departments.

Chatbots 116

Chatbots Contact Center Interactive Voice Response Enterprise 116

AWS Machine Learning

DECEMBER 6, 2023

However, they can’t generalize well to enterprise-specific questions because, to generate an answer, they rely on the public data they were exposed to during pre-training. This is especially true for questions that require analytical reasoning across multiple documents. This task involves answering analytical reasoning questions.

Analytics 121

Analytics APIs Engineering Construction 121

TechSee

AUGUST 7, 2024

Today, CXA encompasses various technologies such as AI, machine learning, and big data analytics to provide personalized and efficient customer experiences. Seamless integration with existing CRM tools and other enterprise systems is a critical feature of leading CX platforms.

Customer Experience 124

Customer Experience Customer Service Interactive Voice Response Chatbots 124

AWS Machine Learning

JUNE 11, 2024

You also need the ML job scripts ready with a command to invoke them. In the following steps, we use a single file, train.py, as the ML job script. Extend the Neuron DLC Extend the Neuron DLC to include your ML job scripts and other necessary logic. He focuses on generative AI, AI/ML, and data analytics.

Scripts 115

Scripts Engineering Enterprise Management 115

AWS Machine Learning

JUNE 12, 2024

Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems. You can also find the script on the GitHub repo. The following diagram illustrates the solution architecture.

APIs 128

APIs Enterprise Accountability Feedback 128

Spearline

APRIL 23, 2020

The emergence of artificial intelligence (AI), data analytics and visual support have each been significant drivers of innovation in this industry. The following are all opportunities to help enterprises to revolutionize their business in order to cope with increased demand, along with new and diverse challenges: 1. Data Analytics.

Contact Center 89

Contact Center Interactive Voice Response Scripts Analytics 89

AWS Machine Learning

JULY 29, 2022

This is the second part of a series that showcases the machine learning (ML) lifecycle with a data mesh design pattern for a large enterprise with multiple lines of business (LOBs) and a Center of Excellence (CoE) for analytics and ML. In this post, we address the analytics and ML platform team as a consumer in the data mesh.

Scripts 83

Scripts Analytics Accountability Engineering 83

AWS Machine Learning

JULY 25, 2024

Amazon Q Business is a fully managed, generative artificial intelligence (AI)-powered assistant that helps enterprises unlock the value of their data and knowledge. You need a Microsoft Windows instance to run PowerShell scripts and commands with PowerShell 7.4.1+. Using the provided PowerShell script.

Scripts 99

Scripts APIs Engineering Enterprise 99

AWS Machine Learning

MARCH 23, 2023

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. . resource("s3").Bucket Bucket (bucket).Object resource("s3").Bucket(bucket).Object("request.pkl").upload_file("request.pkl")

Scripts 113

Scripts APIs Government Analytics 113

AWS Machine Learning

FEBRUARY 15, 2023

S3Uploader.upload( local_path=local_path, desired_s3_uri=base_uri, ) Define the data processing script and processing step Here, we provide a Python script to do data processing on the custom datasets, and curate the training, validation, and test splits to be used for model fine tuning. sm_client = boto3.client("sagemaker")

Scripts 103

Scripts APIs Engineering Enterprise 103