AWS Machine Learning

MARCH 18, 2025

Audio-to-text transcription The recorded audio files are securely transmitted to a speech-to-text engine, which converts the spoken words into text format. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

Healthcare 108

Healthcare Analytics Consulting Consulting 108

Callminer

FEBRUARY 4, 2021

Firstly, contact centers can make use of call analytics software to analyze past call recordings and use them to train agents how to identify vulnerable customers. Older citizens, the unhealthy, and those in low-income areas have always been targets for social engineering. Adrian Travis. Third, beef up your own security. Grant Aldrich.

Call Center 345

Call Center Contact Center Finance Consulting 345

Solvvy

JULY 13, 2022

Ultimately, collecting customer feedback is the best way to truly gauge the customer experience. Remember, feedback is a loop, not a dead end. Close the Loop on Customer Feedback with Solvvy Surveys. Add a comment box to reconcile scores with qualitative feedback. . Enter Solvvy Surveys. .

Surveys 109

Surveys Feedback Analytics Engineering 109

CCNG

SEPTEMBER 11, 2024

Ranging from the intricacies of AI-driven personalization to the influential real-time analytical capabilities shaping proactive decision-making, these trends not only redefine operational structures but also signify a monumental shift in how contact centers engage with customers, aiming to provide unparalleled experiences.

Contact Center 195

Contact Center Technology CCNG First call resolution 195

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. Just like DevOps combines development and operations for software engineering, MLOps combines ML engineering and IT operations.

Analytics 128

Analytics Engineering Government Best practices 128

DMG Consulting

JUNE 8, 2021

Current Status of Speech (and Text) Analytics. Interaction analytics removes the mystery from customer conversations. And due to technical and operational innovations, many IA vendors are replacing their transcription engines with newer and more effective ones that improve the effectiveness of their own offerings.

Analytics 107

Analytics Contact Center Enterprise Marketing 107

AWS Machine Learning

FEBRUARY 21, 2025

Continuous fine-tuning also enables models to integrate human feedback, address errors, and tailor to real-world applications. When you have user feedback to the model responses, you can also use reinforcement learning from human feedback (RLHF) to guide the LLMs response by rewarding the outputs that align with human preferences.

Benchmark 82

Benchmark Metrics Engineering Feedback 82

AWS Machine Learning

JANUARY 28, 2025

Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk. 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

AWS Machine Learning

MARCH 27, 2025

This requirement translates into time and effort investment of trained personnel, who could be support engineers or other technical staff, to review tens of thousands of support cases to arrive at an even distribution of 3,000 per category. Sonnet prediction accuracy through prompt engineering. We expect to release version 4.2.2

Education 105

Education Engineering APIs Enterprise 105

AWS Machine Learning

SEPTEMBER 23, 2024

This innovation has transformed client interactions and operational efficiency through the use of Amazon Transcribe Call Analytics , Amazon Comprehend , and Amazon Bedrock. The team initially focused on a few key use cases, starting simple and rapidly iterating based on feedback and results.

Analytics 118

Analytics First call resolution Banking Interactive Voice Response 118

Outsource Consultants

FEBRUARY 18, 2025

Negative customer feedback and declining customer satisfaction: The cumulative effect of these issues often manifests as negative reviews, complaints, and a general decline in customer satisfaction scores. Proactive quality control is the engine that powers this positive cycle.

Feedback 67

Feedback Customer centricity Best practices Engineering 67

AWS Machine Learning

MAY 3, 2023

One aspect of this data preparation is feature engineering. Feature engineering refers to the process where relevant variables are identified, selected, and manipulated to transform the raw data into more useful and usable forms for use with the ML algorithm used to train a model and perform inference against it.

Engineering 88

Engineering Metrics APIs Big data 88

Pointillist

JUNE 15, 2018

In this post, I take an in-depth look at why customer retention matters and the ten powerful ways in which customer journey analytics can help you immediately improve customer retention. Hand-picked related content: How to reduce churn using customer journey analytics ]. 10 Steps to Improve Customer Retention with Journey Analytics.

Customer retention 110

Customer retention Analytics Airlines SaaS 110

AWS Machine Learning

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. NOTE : Since we used an SQL query engine to query the dataset for this demonstration, the prompts and generated outputs mention SQL below. Varun Mehta is a Sr.

Engineering 103

Engineering Real estate Government Big data 103

AWS Machine Learning

FEBRUARY 5, 2025

There is consistent customer feedback that AI assistants are the most useful when users can interface with them within the productivity tools they already use on a daily basis, to avoid switching applications and context. For Slack, we are collecting user feedback, as shown in the preceding screenshot of the UI.

Engineering 72

Engineering Feedback Analytics Education 72

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

CSM Magazine

NOVEMBER 26, 2024

Predictive Analytics Predictive analytics allows businesses to anticipate customer needs by analyzing past behavior to identify patterns and forecast future actions. Predictive analytics is a forward-thinking approach that ensures the brand can stay one step ahead of its customers’ needs.

Finance 52

Finance Chatbots Banking Analytics 52

Lumoa

FEBRUARY 28, 2023

No matter what industry you’re in, your customers are eager and encouraged to share their feedback: the good, the bad, and the ugly. You’ll be richly rewarded: 78% of customers have a more favorable view of brands that ask for feedback. Strategically reacting to customer feedback can increase customer loyalty and retention.

Feedback 78

Feedback Surveys Metrics Customer Experience 78

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

Analytics 83

Analytics Engineering Metrics APIs 83

TechSee

APRIL 3, 2018

While people and processes continue to play an essential role in reducing customer churn , the technological advancement associated with AI, Big Data analytics, visualization, voice analytics, and other advanced technologies that improve the customer experience offer a critical boost to the human factor.

Customer retention 141

Customer retention Technology Analytics Technical Support 141

Callminer

AUGUST 1, 2017

They don’t do anything else except maybe monitor a few calls and give some feedback. With built-in analytics and reports, managers can track agent performance to improve effectiveness all around. Agents can also send feedback directly to script authors to further improve processes. Feedback loops are imperative to success.

Contact Center 334

Contact Center Call Center Average Handle Time Real estate 334

REVE Chat Blog

MARCH 18, 2020

A simple way to judge its efficacy is through chatbot analytics, which can help you to measure the performance in relation to a predefined objective. Why chatbot analytics matter? . Information is the oil of the 21st century, and analytics is the combustion engine”. Chatbot analytics: User metrics.

Chatbots 81

Chatbots Metrics Analytics Banking 81

Callminer

FEBRUARY 21, 2018

This has proven to be a popular feature based on customer feedback, but many call center softwares don’t offer this as a standard feature. He is an Information technology enthusiast and petroleum engineer by discipline from Nigeria with a desire to make it work. Peter Abah. Peter Abah is the Head of Customer Support at Hotels.ng.

call center software 210

call center software Call Center Contact Center Interactive Voice Response 210

Balto

MARCH 17, 2025

Real-Time Call Center Insights Dashboard Introduction to Call Center Insights Call center analytics transforms raw operational data into actionable intelligence, enabling businesses to improve customer experience while optimizing agent performance. Modern analytics platforms examine everything from call volume patterns to customer sentiment.

Call Center 52

Call Center Customer Experience Average Handle Time Analytics 52

Tethr

OCTOBER 15, 2020

We are often asked about the difference between traditional text analytics tools and the type of conversation analytics Tethr provides. First, the data sets involved in customer conversations tend to be massive and most text analytics engines, purpose-built to analyze small snippets of text, can be overwhelmed.

Analytics 63

Analytics Engineering Surveys Feedback 63

Customer Service Life

NOVEMBER 10, 2022

With a bit of digging, we discover a larger bug or problem that may need to be addressed by engineering. Before reporting to engineering we get a sense of how many customers are impacted by the issue. An analyst reviews trends using speech or text analytics software discovering many support tickets about the same issue.

Contact Center 132

Contact Center Engineering Average Handle Time Analytics 132

REVE Chat Blog

MARCH 18, 2020

A simple way to judge its efficacy is through chatbot analytics, which can help you to measure the performance in relation to a predefined objective. Why chatbot analytics matter? . Information is the oil of the 21st century, and analytics is the combustion engine”. Chatbot analytics: User metrics.

Chatbots 77

Chatbots Metrics Analytics Banking 77

TeleDirect

DECEMBER 20, 2024

Use surveys, feedback forms, and analytics to understand your audience better. The companys recommendation engine, which personalizes product suggestions based on user behavior, is a standout feature. Omnichannel Platforms : Ensure seamless integration across online and offline touchpoints.

Customer Experience 62

Customer Experience Journey mapping Call Center Chatbots 62

AWS Machine Learning

OCTOBER 20, 2023

This framework’s federated approach allows the central platform engineering team to set some high-level policies and standards, but also gives LOB teams flexibility to adapt based on local needs. In addition, the administrator sets up a variety of organization units (OUs) and initial accounts to support your ML and analytics workflows.

Government 125

Government Engineering Accountability Enterprise 125

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

Calabrio

FEBRUARY 27, 2025

And well discuss some tried-and-true best practices and cutting-edge tools, cutting through the noise to help you truly transform your call center into a high-performing engine that fuels customer loyalty and growth. Leverage Analytics for Consistent Evaluation Optimizing agent performance requires going beyond individual call evaluations.

Call Center 52

Call Center Metrics Gamification Contact Center 52

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. Our solution aims to address those challenges using Amazon Bedrock and AWS Analytics Services. You can consider the error messages occasionally coming from Athena like feedback.

Engineering 131

Engineering Best practices Analytics Enterprise 131

CSM Magazine

NOVEMBER 18, 2024

Multiple individuals can examine the document at the same time, simplifying the process of collecting feedback and implementing changes immediately. Optimized for SEO Hosting PDF files on the internet doesn’t just help with day-to-day operations; it also boosts your presence on search engines!

Engineering 52

Engineering Analytics Accountability Feedback 52

ChurnZero

MARCH 24, 2025

Every trend points to customer success becoming the growth engine of businesses, and since customer success typically owns NRR (net revenue retention) , tracking how the teams investments impact performance is also part of that need. 1: You notice your CRM holding your team back. 3: Your CS teams processes feel inconsistent or repetitive.

Technology 52

Technology CRM Engineering Finance 52

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. Here, Amazon SageMaker Ground Truth allowed ML engineers to easily build the human-in-the-loop workflow (step v). Burak is still a research affiliate in MIT.

Advertising 127

Advertising APIs Engineering Benchmark 127

AWS Machine Learning

AUGUST 8, 2024

Users typically reach out to the engineering support channel when they have questions about data that is deeply embedded in the data lake or if they can’t access it using various queries. Having an AI assistant can reduce the engineering time spent in responding to these queries and provide answers more quickly.

Engineering 119

Engineering Accountability Feedback Construction 119