AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM).

Accountability 126

Accountability Government Engineering Scripts 126

Callminer

DECEMBER 5, 2019

Analytics Emerges as a Barrier Buster. Interaction analytics supporting voice and text-based communications will increasingly be used to bridge siloes of technology and interest for more organisations in 2020. The data shows that callers are increasingly using offensive language to verbalize their anger and frustration.

Analytics 207

Analytics Accountability Technology Sales 207

Lumoa

FEBRUARY 7, 2023

How do you collect VoC data? Rather than simply addressing the most pressing issues or complaints, VoC enables businesses to make data-driven, customer-centric decisions that result in meaningful and sustainable improvements in the customer experience. Here are just a few examples of data that could be included in VoC.

Customer centricity 158

Customer centricity Feedback Surveys Metrics 158

AWS Machine Learning

NOVEMBER 14, 2024

For a multi-account environment, you can track costs at an AWS account level to associate expenses. A combination of an AWS account and tags provides the best results. Compliance tags – These may be needed to adhere to regulatory requirements, such as tagging with classification levels or whether data is encrypted or not.

Government 107

Government Best practices Accountability APIs 107

AWS Machine Learning

DECEMBER 20, 2023

Whether logs are coming from Amazon Web Services (AWS), other cloud providers, on-premises, or edge devices, customers need to centralize and standardize security data. After the security log data is stored in Amazon Security Lake, the question becomes how to analyze it.

Engineering 131

Engineering Accountability Analytics Construction 131

CCNG

MARCH 6, 2024

When we read the line “Some companies are already making the most of blockchain technologies for more robust security and efficiency within financial transactions and data handling, but digital transformation is vital for brands to unlock all they can deliver for their customers.” What role does Analytical AI play in contact centers?

Contact Center 195

Contact Center Calibration Interactive Voice Response Analytics 195

ShepHyken

NOVEMBER 29, 2019

By using social accounts for addressing all kinds of customer queries, companies are expanding their customer experience strategy. . Brands like Starbucks use their parent Twitter account to address complaints and generally talk to customers. Netflix has a dedicated Twitter account called NetflixHelps to respond to customer complaints.

Technology 267

Technology Customer Experience Complaint resolution Gamification 267

AWS Machine Learning

AUGUST 8, 2024

Twilio enables companies to use communications and data to add intelligence and security to every step of the customer journey, from sales and marketing to growth, customer service, and many more engagement use cases in a flexible, programmatic way. Data is the foundational layer for all generative AI and ML applications.

Engineering 126

Engineering Accountability Feedback Construction 126

AWS Machine Learning

JULY 23, 2024

Organizations use advanced natural language detection services like Amazon Lex for building conversational interfaces and Amazon CloudWatch for monitoring and analyzing operational data. One risk many organizations face is the inadvertent exposure of sensitive data through logs, voice chat transcripts, and metrics.

Accountability 120

Accountability Government Chatbots Best practices 120

AWS Machine Learning

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Vidmob’s AI journey Vidmob uses AI to not only enhance its creative data capabilities, but also pioneer advancements in the field of RLHF for creativity.

Analytics 121

Analytics Metrics Chatbots Engineering 121

CX Accelerator

NOVEMBER 11, 2022

Customer Insights/Measurement/Analytics. CUSTOMER INSIGHTS/MEASUREMENT/ANALYTICS Understanding your customers is at the heart of customer experience. Once customer data has been gathered, an analytics function is required to derive meaningful, actionable insight from it. The 8 skills required by any CX team are: Strategy.

Journey mapping 307

Journey mapping Customer centricity Analytics Government 307

AWS Machine Learning

FEBRUARY 28, 2024

The solution in this post aims to bring enterprise analytics operations to the next level by shortening the path to your data using natural language. Second, you might need to build text-to-SQL features for every database because data is often not stored in a single target. We use Anthropic Claude v2.1

Engineering 141

Engineering Best practices Analytics Enterprise 141

AWS Machine Learning

NOVEMBER 15, 2023

Principal is conducting enterprise-scale near-real-time analytics to deliver a seamless and hyper-personalized omnichannel customer experience on their mission to make financial security accessible for all. They are processing data across channels, including recorded contact center interactions, emails, chat and other digital channels.

Analytics 116

Analytics Interactive Voice Response Average Handle Time Contact Center 116

Callminer

MAY 27, 2020

More modern contact centers effectively do the same while incorporating a few key differences to better harness emerging options in communication and analytics. Contact Centers Incorporate Advanced Analytics. resetting a password, getting their account number, changing their profile information, etc.) that can be automated.

Contact Center 207

Contact Center Call Center Interactive Voice Response Self service 207

AWS Machine Learning

NOVEMBER 27, 2023

However, these models require massive amounts of clean, structured training data to reach their full potential. Most real-world data exists in unstructured formats like PDFs, which requires preprocessing before it can be used effectively. According to IDC , unstructured data accounts for over 80% of all business data today.

Engineering 107

Engineering APIs Big data Accountability 107

ShepHyken

SEPTEMBER 3, 2019

Taking this into account, it is almost always more profitable to retain existing customers versus acquiring new customers. Then build your loyalty program using this data. How can I use data analytics and metrics to improve my CX? There are high-, mid- and low-value customers. What is customer-centricity?

Customer centricity 249

Customer centricity Metrics Analytics Marketing 249

AWS Machine Learning

NOVEMBER 29, 2023

Data preparation is a crucial step in any machine learning (ML) workflow, yet it often involves tedious and time-consuming tasks. Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. To import data from Snowflake, follow steps from Set up OAuth for Snowflake.

Engineering 123

Engineering Big data Customer centricity Education 123

AWS Machine Learning

MAY 30, 2024

The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale. Although CBRE provides customers their curated best-in-class dashboards, CBRE wanted to provide a solution for their customers to quickly make custom queries of their data using only natural language prompts.

Real estate 127

Real estate APIs Metrics Construction 127

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. Canvas the organization for siloed initiatives to mitigate data and data management duplicity and reduce cost and resource overhead.

Customer Experience 195

Customer Experience CCNG Gamification Analytics 195

Callminer

MARCH 23, 2020

All the formulas are based on the same data. Our data gives us the result of (860)/(1000+40)*100% = 83%. Finally , the last method uses a threshold that accounts for short calls, counting abandoned called before the threshold as a positive. 5 Calculations for Call Center Service Levels. 60 calls were abandoned. Formula #5.

industry standards 207

industry standards Service level Call Center Metrics 207

AWS Machine Learning

DECEMBER 13, 2024

This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. The explosion of data creation and utilization, paired with the increasing need for rapid decision-making, has intensified competition and unlocked opportunities within the industry.

Analytics 93

Analytics Management Accountability Engineering 93

AWS Machine Learning

JANUARY 5, 2024

Many organizations have been using a combination of on-premises and open source data science solutions to create and manage machine learning (ML) models. Data science and DevOps teams may face challenges managing these isolated tool stacks and systems.

Management 131

Management APIs Engineering Government 131

AWS Machine Learning

DECEMBER 19, 2023

Many businesses already have data scientists and ML engineers who can build state-of-the-art models, but taking models to production and maintaining the models at scale remains a challenge. Data and model management provide a central capability that governs ML artifacts throughout their lifecycle.

Analytics 130

Analytics Engineering Government Best practices 130

AWS Machine Learning

APRIL 17, 2024

Build the knowledge graph The first step in this solution is building a knowledge graph, and a valuable yet often overlooked data source for knowledge graphs is company annual reports. The prompts contain clear instructions on what to look out for and the structure to return the data in.

APIs 132

APIs Construction Management Analytics 132

AWS Machine Learning

OCTOBER 24, 2024

Conventional ML development cycles take weeks to many months and requires sparse data science understanding and ML development skills. Business analysts’ ideas to use ML models often sit in prolonged backlogs because of data engineering and data science team’s bandwidth and data preparation activities.

Banking 112

Banking Analytics Engineering Accountability 112

AWS Machine Learning

DECEMBER 3, 2024

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. Connect your database in QuickSight to create a dataset.

Accountability 102

Accountability Enterprise APIs Engineering 102

AWS Machine Learning

AUGUST 21, 2024

Amazon DataZone is a data management service that makes it quick and convenient to catalog, discover, share, and govern data stored in AWS, on-premises, and third-party sources. However, ML governance plays a key role to make sure the data used in these models is accurate, secure, and reliable.

Government 119

Government Banking Engineering Enterprise 119

Callminer

OCTOBER 11, 2018

Fortunately, there are valuable tools that can help you gain deeper insights, such as speech analytics , to better leverage your data and boost call center performance. Nate specializes in digital marketing as well as data curation and protection. Nate is from Riverdale, NY. Was it an agent error or a technical error?

Call Center 561

Call Center Metrics Contact Center Wait times 561

Callminer

SEPTEMBER 14, 2020

They serve as a bridge between IT and other business functions, making data-driven recommendations that meet business requirements and improve processes while optimizing costs. Learn more about how speech analytics can benefit your call center operation by downloading our white paper, 10 Ways Speech Analytics Empowers the Entire Enterprise.

Call Center 182

Call Center Analytics First call resolution Metrics 182

AWS Machine Learning

MARCH 15, 2024

This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services, Inc. Medical data restrictions You can use machine learning (ML) to assist doctors and researchers in diagnosis tasks, thereby speeding up the process. This isolated legacy data has the potential for massive impact if cumulated.

Healthcare 127

Healthcare Government Best practices Engineering 127

AWS Machine Learning

JUNE 26, 2024

Financial analysts and research analysts in capital markets distill business insights from financial and non-financial data, such as public filings, earnings call recordings, market research publications, and economic reports, using a variety of tools for data mining.

APIs 134

APIs Engineering Marketing Enterprise 134

Totango

NOVEMBER 8, 2023

Enterprise businesses can now use their critical product usage data from Pendo and Mixpanel in their Totango experience to design optimal customer journeys, improving product adoption and customer retention. Mixpanel is an event analytics platform that allows anyone to get answers from their customer and revenue data in seconds.

Enterprise 98

Enterprise Finance SaaS Analytics 98

Beyond Philosophy

MAY 12, 2021

By planning how to use the technology available and an empowered workforce and including analytics, leaders can address these concerns. Moreover, it is vital that an organization uses a partner with expertise in customer engagement and that the data is from real interactions, not simulations. However, all the news wasn’t bad.

Chief Customer Officer 221

Chief Customer Officer Analytics Technology Surveys 221

Beyond Philosophy

MAY 15, 2021

Verint helps the world’s most iconic brands build enduring customer relationships by connecting work, data, and experiences across the enterprise. 13:40 Colin shares a story about working with a healthcare company and what it taught him about segmenting customers within a single account. Manage different customers differently.

Customer Experience 259

Customer Experience Management B2B Customer emotions 259

AWS Machine Learning

SEPTEMBER 11, 2024

Time series data is a distinct category that incorporates time as a fundamental element in its structure. In a time series, data points are collected sequentially, often at regular intervals, and they typically exhibit certain patterns, such as trends, seasonal variations, or cyclical behaviors.

Management 114

Management Metrics Construction Sales 114

AWS Machine Learning

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

Airlines 124

Airlines Management Engineering Accountability 124

CCNG

AUGUST 28, 2024

By rapidly embracing digital tools like AI, Analytics, and Automation, contact centers are completely changing how they function and deliver customer experience. By automating certain actions, contact centers can reduce resolution time and ensure consistency and accuracy in handling customer inquiries and data entry. from 2022 to 2030.

Contact Center 195

Contact Center Interactive Voice Response Customer Experience CCNG 195