InteractionMetrics

JULY 10, 2023

“…for most [machine learning] projects, the buzzword “AI” goes too far. Unstructured data is invaluable for understanding customers’ feelings and thoughts, but only if your analysis respects the nuances. But for many companies, adding AI to analyzing unstructured data is not always required.

Unstructured Data 40

Unstructured Data B2B AI Customer Experience 40

Intercom

MAY 31, 2023

Deep learning algorithms are highly effective at processing complex and unstructured data, such as images, audio, and text, and have enabled significant advances in a wide range of applications such as natural language processing, speech recognition, and image recognition systems that include facial recognition, self-driving cars, etc.

AI 72

AI Machine Learning Artificial Intelligence Unstructured Data 72

SurveySensum

OCTOBER 29, 2024

Instead of relying on the traditional method of manually keeping track of customer interactions, feedback, and agent performance, contact center analytics centers around improving and optimizing customer service processes with the help of advanced analytics like AI, machine learning, etc. Let’s understand each of them.

Contact Center 52

Contact Center Text Analytics Sentiment Analysis Machine Learning 52

Sprinklr

OCTOBER 20, 2021

Monitor and analyze results with visual insights that help you aggregate millions of data points in one place. Surface actionable insights across billions of data-points by using industry-leading AI for unstructured data. Learn more about Sprinklr Unified Care. Brands are awash in an ocean of unstructured data.

Social Media 85

Social Media Unstructured Data CXM Social Listening 85

Lumoa

OCTOBER 31, 2021

Tailored for any device, respondents can engage from anywhere through proprietary machine-learning technology that automatically detects question types and answer options, translating them into an online survey that can be reviewed and customized.

VOE 78

VOE VOC Unstructured Data Artificial Intelligence 78

SurveySensum

SEPTEMBER 11, 2024

We are so used to Netflix’s recommendations, the tailored playlist of Spotify, shopping recommendations of Amazon, etc, so much so that according to McKinsey 35% of Amazon and 75% of Netflix recommendations are provided by machine learning algorithms.

Predictive Analytics 52

Predictive Analytics AI Customer Experience Text Analytics 52

SurveySensum

SEPTEMBER 5, 2024

Credit risk assessment : AI improves credit risk management by evaluating the creditworthiness of customers by not only assessing traditional data but also alternative data like spending patterns, social media activities, and geolocation. Personalization But With A Twist Of AI Every CX strategy includes personalization.

Close the Loop 52

Close the Loop Customer Experience Omnichannel Machine Learning 52

Zendesk

DECEMBER 7, 2021

Artificial intelligence (AI) customer experience uses technology—such as machine learning, chatbots, and conversational UX—to make every touchpoint as efficient and hassle-free as possible. Analyze customer data to predict and reduce churn. But what exactly does it mean to use AI throughout the customer journey?

AI 97

AI Customer Experience Artificial Intelligence Machine Learning 97

SugarCRM

JANUARY 11, 2024

From shaping the buying experience to lifecycle marketing and digital experiences, Machine Learning and AI have entirely changed how marketing departments operate. Info generated by text, images, videos, and other types of data that usually don’t fit into regular databases can now be processed with the help of generative AI.

AI 32

AI Unstructured Data Predictive Analytics Machine Learning 32

SurveySensum

NOVEMBER 26, 2024

What is Medallia – Platform Overview Medallia is an experience management platform that uses experience data points called signals to help drive growth. This AI-enabled experience management solution helps you identify top customer sentiments from unstructured data with its text analysis and gives you actionable insights.

Sentiment Analysis 52

Sentiment Analysis Text Analytics Machine Learning AI 52

Intercom, Inc.

FEBRUARY 13, 2020

. “So we’ve seen companies who have basically re-centralized their data into cloud data warehouses, and that is the source of truth. It’s a system of record, and they’re marrying together both the unstructured data and the structured data to do really interesting marketing.”.

Unstructured Data 181

Unstructured Data Omnichannel Structured Data Machine Learning 181

Execs In The Know

MARCH 4, 2022

By aggregating structured and unstructured data from every customer touchpoint, customer journey analytics provides a comprehensive, end-to-end view of the journey your customers take from the first introduction to post-purchase experiences. Choose a customer journey analytics solution that learns over time. About CallMiner.

Customer Journey Map 98

Customer Journey Map Touchpoint Machine Learning Unstructured Data 98

Lightico

FEBRUARY 11, 2024

IDP leverages and combines AI, Large Language Models (LLM) , OCR, and natural language processing (NLP) to seamlessly extract data from a diverse array of documents, ranging from scanned forms to digital submissions. All with our pre-training.

Data Entry 98

Data Entry Compliance Finance Unstructured Data 98

Lightico

APRIL 4, 2024

It employs artificial intelligence, machine learning, and natural language processing to understand the content of documents, going beyond mere digitization. Lightico’s Intelligent Document Processing (IDP) for Auto Lending Lightico’s IDP solution is a powerful tool that can significantly enhance the auto lending process.

Finance 75

Finance Data Entry Artificial Intelligence Compliance 75

Sprinklr

OCTOBER 7, 2021

Manual data collection. The volume and complexity of unstructured data is growing exponentially and brings new challenges. Spending time on manual data collection means less time for analysis and insights and creates delays in communicating those insights to key stakeholders. Paid strategy.

Social Listening 102

Social Listening CXM Unstructured Data Social Media 102

PeopleMetrics

JULY 31, 2018

The question then becomes this: how do we make sense out of these unstructured comments from customers? Unlike structured data, which are easy to display graphically or in tables, each piece of unstructured data is different—unique to each customer who took the time to provide it. Humans (Open-Ended Coding).

Text Analytics 79

Text Analytics VOC Unstructured Data CEM 79

Hodusoft

OCTOBER 17, 2024

Machine Learning (ML) In the last few years, ML is proving to be a game changer for call centers and customer-facing organizations. Natural Language Processing (NLP) NLP enables machines to understand and interpret human language in a meaningful way.

Omnichannel 52

Omnichannel AI Customer Service Contact Center 52

SugarCRM

OCTOBER 24, 2023

However, with recent technological advancements, Artificial Intelligence (AI) and Machine Learning (ML) capabilities have become infused in all sorts of tools, and CRMs are no exception. Today’s CRM tools have been infused with predictive analytics and machine learning capabilities. Generative CRM: What Is It?

CRM 26

CRM AI Invoicing Predictive Analytics 26

SugarCRM

APRIL 26, 2021

But Sugar’s tools go one step further, analyzing and interpreting the data that’s available to you and making predictions about it so you can decide your company’s next course of action. So how does HD-CX help to smash the data silos?

Unstructured Data 59

Unstructured Data CRM Finance Artificial Intelligence 59

Ameyo Callversations

APRIL 21, 2022

The current breed of databases and storage devices will fall short of these capabilities, and contact centers will need modern data analysis tools to transform the unstructured data and gather meaningful insights.

Contact Center 52

Contact Center Technology Technology Unstructured Data 52

Qualtrics

DECEMBER 12, 2019

New Text iQ visualizations — Text iQ uses AI and machine learning to analyze unstructured data for topic and sentiment. You are now able to provide new, easy-to-interpret visualizations to more people across the organization.

Unstructured Data 20

Unstructured Data Government Machine Learning Compliance 20

SurveySensum

MARCH 3, 2022

A VOC tool is software that allows you to collect feedback and generate in-depth analysis reports from unstructured data. The ultimate aim of using it is to derive insights, make data-driven business decisions, and create exceptional customer experiences. . in seconds using machine learning. Verint ForeSEE.

Voice of the Customer 52

Voice of the Customer Sentiment Analysis VOC Close the Loop 52

SugarCRM

MAY 3, 2021

For most companies using mediocre software, dark data can pose more risk than opportunity. But there’s light at the end of this data black hole: Artificial intelligence (AI) developers learned how to leverage unstructured data to generate predictive capabilities, helping companies utilize the unused data.

Unstructured Data 26

Unstructured Data Artificial Intelligence AI Machine Learning 26

VOZIQ

NOVEMBER 13, 2022

For many leading recurring revenue businesses, AI is transforming retention by leveraging customer data, advanced analytics and machine learning to extract actionable intelligence and drive multichannel retention actions. For example, agent notes, survey responses, support chats, service requests, etc. Predictive Modeling.

AI 52

AI Unstructured Data Customer Retention Machine Learning 52