AWS Machine Learning

NOVEMBER 13, 2024

A reverse image search engine enables users to upload an image to find related information instead of using text-based queries. Solution overview The solution outlines how to build a reverse image search engine to retrieve similar images based on input image queries. Engine : Select nmslib. Choose Create vector index.

Engineering 106

Engineering Management APIs Healthcare 106

AWS Machine Learning

FEBRUARY 14, 2024

It enables you to privately customize the FMs with your data using techniques such as fine-tuning, prompt engineering, and Retrieval Augmented Generation (RAG), and build agents that run tasks using your enterprise systems and data sources while complying with security and privacy requirements.

Engineering 127

Engineering Chatbots Accountability Enterprise 127

OctopusTech

NOVEMBER 11, 2024

Using data analytics allows you to identify trends and opportunities that enhance conversion rates, converting more visitors into paying customers. The Role of Data Analytics in E-Commerce You can’t improve what you don’t track —plain and simple. Predictive analytics can be a powerful tool for achieving future conversion growth.

Analytics 62

Analytics Abandon rate Metrics Sales 62

AWS Machine Learning

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. He helps enterprise customers in the Northeast U.S.

Engineering 129

Engineering Customer Support APIs Government 129

DMG Consulting

AUGUST 26, 2024

GenAI Is Revolutionizing Conversation Analytics View this article on the publisher’s website The conversation analytics IT sector is strong and picking up momentum, due in large part to generative artificial intelligence (genAI)’s contributions.

Analytics 48

Analytics Contact Center Quality management Calibration 48

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. The CCI Post-Call Analytics (PCA) solution is part of CCI solutions suite and fit many of the identified requirements.

Analytics 122

Analytics Interactive Voice Response Average Handle Time Contact Center 122

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. To learn more, visit Amazon Transcribe Call Analytics , Amazon Comprehend , and Amazon Bedrock. The following diagram illustrates the solution architecture.

Analytics 113

Analytics First call resolution Banking Interactive Voice Response 113

OrecX

MARCH 23, 2023

Conversational analytics is the name of the game today in the call recording world. According to leading conversational analytics provider, CallMiner, " Conversational analytics delivers clear insight into the mindset of the customer by monitoring and analyzing their behavior and emotion during every interaction.

Analytics 71

Analytics voip APIs Engineering 71

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 119

Analytics Engineering Government Best practices 119

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 79

Engineering Metrics APIs Big data 79

ConvergeOne

AUGUST 22, 2023

Learn the importance of hiring a data engineer and a data scientist for building a strong analytics team.

Analytics 98

Analytics Engineering 98

OrecX

JANUARY 5, 2021

This is the only way to ensure your speech analytics solution is adequately interpreting and transcribing both your agents and your customers. REAL TIME - Does your recording solution capture call audio in a real-time streaming manner so your transcription and analytics engine can process the call as it happens, or post-call?

Analytics 127

Analytics APIs CRM Engineering 127

OrecX

MAY 6, 2022

Call recorders serve many functions, and one of their most valuable is the ability to feed recorded audio to transcription and conversational analytics engines to distill customer insights that move the needle on performance and revenue. These engines holey rely on the recorded audio file from the customer conversation to operate.

Analytics 71

Analytics Engineering 71

OrecX

APRIL 14, 2020

Speech analytics relies on spoken word transcription (from recorded calls) of the customer and the agent to arm contact centers with customer intelligence such as buying behavior, competitive insight and so on. What many don’t realize is that when it comes to the transcription engine, ‘garbage in equals garbage out’.

Analytics 79

Analytics Engineering CRM Contact Center 79

CSM Magazine

OCTOBER 14, 2022

A decision engine can help businesses meet these customer expectations by providing a way to automate decision-making. Decision engines use data and analytics to identify the best course of action in a situation. How Does a Decision Engine Work? A decision engine is a piece of software that makes decisions based on data.

Engineering 52

Engineering Service level Customer Service Wait times 52

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

OctopusTech

JULY 25, 2024

Including keywords in video titles, descriptions, captions, and the videos themselves makes them more easily discoverable in search engines. Videos on the first page of Google results get clicked about 41% of the time according to Search Engine Journal. Ongoing video analytics help fuel continuous SEO improvement.

Marketing 126

Marketing Real estate Engineering Analytics 126

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

MAY 5, 2023

To address the problems associated with complex searches, this post describes in detail how you can achieve a search engine that is capable of searching for complex images by integrating Amazon Kendra and Amazon Rekognition. Users may have to manually filter out unsuitable image results when dealing with complex searches.

Engineering 106

Engineering APIs Scripts Enterprise 106

AWS Machine Learning

NOVEMBER 15, 2022

From developing public health analytics hubs, to improving health equity and patient outcomes, to developing a COVID-19 vaccine in just 65 days, our customers are utilizing machine learning (ML) and the cloud to address some of healthcare’s biggest challenges and drive change toward more predictive and personalized care.

Analytics 80

Analytics Healthcare Engineering Enterprise 80

JustCall

NOVEMBER 25, 2022

For meeting the goal of quality control, speech analytics software examines live or recorded calls and decodes emotional signs. Similar to voice recognition software, speech analytics software analyzes spoken language through artificial intelligence. Give call center agents instructions using call center voice analytics software.

Analytics 52

Analytics Cloud contact Coaching Telecommunications 52

AWS Machine Learning

NOVEMBER 17, 2022

As data is growing at an exponential rate, organizations are looking to set up an integrated, cost-effective, and performant data platform in order to preprocess data, perform feature engineering, and build, train, and operationalize ML models at scale. A key component of the model building and development process is feature engineering.

Engineering 66

Engineering Big data Accountability Analytics 66

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

OrecX

MAY 4, 2020

Several speech analytics vendors are now offering their solutions as a service. So-called Speech Analytics as a Service (SAaaS) presents a unique opportunity for businesses to mine their customer interactions for business intelligence and customer insight without the significant capital outlays and time required with premise-based approaches.

Analytics 79

Analytics Engineering 79

CCNG

MARCH 6, 2024

There are many types of AI, however, 95% of AI is being utilized effectively and most of the innovation in the contact center is based on Generative and Analytical. Analytical AI analyzes large amounts of data and processes quickly, sometimes in real-time, and creates actionable insights from that data.

Contact Center 195

Contact Center Calibration Analytics Interactive Voice Response 195

AWS Machine Learning

DECEMBER 2, 2024

Validation engine – Removes PII from the response and checks whether the generated answer aligns with the retrieved context. However, manually evaluating the RAG isn’t sustainable—it requires hours of effort from finance operations and engineering teams. We engineered prompts that encouraged the LLM to be more comprehensive.

Finance 68

Finance Engineering Big data Metrics 68

CSM Magazine

MAY 12, 2022

Reactive customer support is time-consuming and “behind the curve”; at its worst, it prevents support agents from owning and resolving tickets end-to-end, causing a spike in engineering escalations and further delays and disruption to internal teams and customers alike. The end result is frustration and dissatisfaction on all sides.

Analytics 59

Analytics Customer Support Engineering B2B 59

DMG Consulting

OCTOBER 10, 2022

Outlook for Interaction Analytics. Interaction (speech and text) analytics is celebrating its 20 th year in the commercial market. While we talk a great deal about interaction analytics, the majority of “interaction” analytics used in contact centers today is still just speech analytics.

Analytics 48

Analytics Contact Center Enterprise Engineering 48

ConvergeOne

AUGUST 22, 2023

Learn the importance of hiring a data engineer and a data scientist for building a strong analytics team.

Analytics 52

Analytics Engineering 52

AWS Machine Learning

JANUARY 13, 2023

Machine learning (ML) presents an opportunity to address some of these concerns and is being adopted to advance data analytics and derive meaningful insights from diverse HCLS data for use cases like care delivery, clinical decision support, precision medicine, triage and diagnosis, and chronic care management.

Analytics 81

Analytics Healthcare Engineering Government 81

Tethr

SEPTEMBER 8, 2021

Here at Tethr, we did the original research around effort reduction, artificial intelligence, and conversation analytics nearly ten years ago. Today, we’ll be taking a more technical look into the role of artificial intelligence in conversation analytics, and how we use AI to derive insights from your customer conversations.

Analytics 94

Analytics Technology Banking Engineering 94

OrecX

MAY 20, 2020

Enterprises and customer service organizations use speech analytics today to analyze customer interactions to assess agent performance and identify service gaps. That likely isn't news to you, but what might be is that speech analytics results rely IMMENSELY on the quality of the audio recording.

Analytics 79

Analytics Engineering CRM Customer retention 79

pindrop

NOVEMBER 19, 2020

When considering the application of graph analytics for fraud detection in call centers, operationally the “edges” or relationships, links, and connections associated to each node are analyzed to identify valuable patterns that can predict when and where fraud may occur. What is Link Analysis? What is Pindrop® Protect With Trace Technology?

Contact Center 98

Contact Center Analytics Interactive Voice Response Engineering 98

Customer Service Life

JANUARY 28, 2019

Thanks to advances in artificial intelligence, specifically natural language processing, and machine learning, the tide is beginning to turn as voice and chat analytics platforms are becoming more accessible, affordable, and insightful. A chat analytics platform and a voice analytics platform are like a screwdriver and a hammer.

Analytics 60

Analytics Coaching Contact Center Engineering 60

Callminer

NOVEMBER 9, 2020

Speech analytics software , for example, enables call centers to review past fraudulent calls, customize a fraudulent scorecard, and leverage real-time analytics to provide guidance to agents while on the call if a call is flagged as potential fraud. Caller has difficulty answering KBA questions.

Call Center 345

Call Center Banking Contact Center Accountability 345

CSM Magazine

MARCH 16, 2023

You may be asking what Pi has to do with customer data analytics in contact centres? However, in my mind speech analytics engines are accurate enough to give confidence in the results. Dive into the Unknown Here are 6 ways to implement customer analytics tools to help contact centres to dive into the unknown: 1.

Analytics 52

Analytics Coaching Finance Upselling 52