IBM Big Data Hub

MAY 14, 2024

Through new approaches to financial management that incorporate generative AI , this advanced technology can help CFOs make more informed, data-driven decisions for their organization that can have major financial implications. The IBM report found that, on average, AI adopters attribute 40% of finance function FTE redeployment to AI.

Finance 67

Finance Cost-Benefit Reporting Forecasting 67

IBM Big Data Hub

FEBRUARY 16, 2022

Do you remember when you first began to think about data? Long before we learn about the concept, from the moment we are born, we are absorbing, consuming, sorting and organizing data. Nowadays, not all enterprises use data in a strategic way. The Chief Data Officer (CDO) role is relatively new to the c-suite.

Strategy 68

Strategy Data Strategy Risk Enterprise 68

IBM Big Data Hub

APRIL 12, 2022

My first task as a Chief Data Officer (CDO) is to implement a data strategy. Over the past 15 years, I’ve learned that an effective data strategy enables the enterprise’s business strategy and is critical to elevate the role of a CDO from the backroom to the boardroom. Governance with a focus on transparency to instill trust.

Data Strategy 75

Data Strategy Strategy Enterprise Data-driven 75

IBM Big Data Hub

DECEMBER 15, 2023

As such, customer success requires customer support teams to interact with customers across call centers, text, social media and email. The move toward self-service Organizations have built out their content libraries and knowledge bases, leading to more customers preferring self-service options to communicating with a support agent.

Machine Learning 67

Machine Learning Consulting Interactive Technology 67

IBM Big Data Hub

NOVEMBER 29, 2023

With the emergence of new advances and applications in machine learning models and artificial intelligence, including generative AI, generative adversarial networks, computer vision and transformers, many businesses are seeking to address their most pressing real-world data challenges using both types of synthetic data: structured and unstructured.

Metrics 80

Metrics Machine Learning Statistics Risk 80

IBM Big Data Hub

OCTOBER 24, 2023

The business impact of system outages Let’s look at some data points regarding system resiliency over the last few years. AI solutions for hybrid cloud system resiliency Now let’s look at some potential mitigating solutions for outages in hybrid cloud systems. reviews, approvals, deployment artifacts, etc.),

Digital Transformation 67

Digital Transformation Key Performance Indicator Cost-Benefit Enterprise 67

IBM Big Data Hub

DECEMBER 20, 2023

Hybrid cloud has become the IT infrastructure of choice, providing the interoperability and portability organizations need to access data where and when they need it. Building a successful hybrid cloud strategy Every organization must contend with its own infrastructure, distinct workloads, business processes and workflow needs.

Strategy 93

Strategy Cost-Benefit Digital Transformation Optimization 93

IBM Big Data Hub

APRIL 21, 2023

Let’s not forget: the CFO facilitates shareholder trust that makes all investments in innovation possible. We’ve seen that they can therefore be effective agents of change and stewards of transformation, making them even more equipped for driving innovation.

Finance 74

Finance Consulting Enterprise Data-driven 74

AWS Big Data

NOVEMBER 8, 2023

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers to perform every step of the ML workflow, from preparing data to building, training, tuning, and deploying models. No customer data is required.

Testing 111

Testing Modeling Management Machine Learning 111

IBM Big Data Hub

JANUARY 29, 2024

By using AI, automation, and hybrid cloud, among others, organizations can drive intelligent workflows, streamline supply chain management, and speed up decision-making. There are several examples, or case studies, of successful digital transformation across a range of different industries. Why digital transformation?

Digital Transformation 66

Digital Transformation Consulting Internet of Things Recreation/Entertainment 66

IBM Big Data Hub

AUGUST 15, 2023

Artificial intelligence (AI) adoption is here. Organizations are no longer asking whether to add AI capabilities, but how they plan to use this quickly emerging technology. While 42% of companies say they are exploring AI technology, the failure rate is high; on average, 54% of AI projects make it from pilot to production.

IT 74

IT Data Governance Modeling Cost-Benefit 74

IBM Big Data Hub

JANUARY 17, 2024

Broadly, chatbots provide pre-written responses and information to handle basic requests or to get enough information from customers to connect them to a live agent for better and more specific service. There are two types of chatbots, rule-based and AI-powered. They can learn from past interactions and improve over time.

Interactive 60

Interactive Sales Machine Learning Marketing 60

IBM Big Data Hub

APRIL 25, 2024

This blog outlines some BPR examples that benefit from a BPM methodology. Successful implementation of BPR requires strong leadership, effective change management and a commitment to continuous improvement. This builds customer trust and loyalty and supports the organization’s long-term success.

Cost-Benefit 57

Cost-Benefit Finance Optimization Key Performance Indicator 57

IBM Big Data Hub

DECEMBER 5, 2023

Sign up for customer and employee experience topic updates Six tips to ensure a successful customer service strategy 1. It also frees up the other support agents to deal directly with more customers who prefer having a representative walk them through solutions.

Strategy 61

Strategy Consulting Key Performance Indicator Measurement 61

IBM Big Data Hub

JULY 12, 2023

In less than a year, we’ve gone from the “run your business and apply AI to help” paradigm to a reality where enterprises in every industry are navigating how to embed AI into the fabric of their strategies. Generative AI based on foundation models has brought us to this inflection point.

Enterprise 53

Enterprise Unstructured Data Modeling Machine Learning 53

AWS Big Data

JUNE 21, 2023

Among them are the use of embedding models, a type of model that can encode a large body of data into an n-dimensional space where each entity is encoded into a vector, a data point in that space, and organized such that similar entities are closer together. An embedding model, for instance, could encode the semantics of a corpus.

Metrics 98

Metrics Measurement Modeling Dashboards 98

IBM Big Data Hub

AUGUST 3, 2023

In our hundreds of generative AI engagements with clients around the world, enterprises are trying to balance massive value creation with risk mitigation—and they face a shortage of the necessary “AI for business” skills.

Consulting 40

Consulting Data-driven Enterprise ROI 40

IBM Big Data Hub

APRIL 4, 2024

Ultimately, the successful implementation of BPM tools can lead to increased customer satisfaction, competitive advantage and improved business outcomes. Through BPM, disparate data sources—including spend data, internal performance metrics and external market research—can be connected.

Management 54

Management Cost-Benefit Metrics Consulting 54

Domino Data Lab

AUGUST 1, 2021

the need for explainable AI is mainly motivated by the following three reasons: The need for trust – if a doctor is recommending a treatment protocol based on a prediction from a neural network, this doctor must have absolute trust in the network’s capability. According to Fox et al., A14 : no checking account.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Cloudera

JUNE 4, 2024

From embracing automation to digital transformation initiatives, data plays a significant role in powering cost control strategies. With the strategic use of open-source solutions and generative AI, the industry can not only implement cost-effective approaches but also pave the way for enhanced efficiency and scalability.

Digital Transformation 73

Digital Transformation B2B Interactive Optimization 73

IBM Big Data Hub

JUNE 23, 2023

With the advent of artificial intelligence (AI) , however, companies are now implementing cognitive process automation that enables self-service options for customers and agents self-service and assists in automating many other functions, such as the IT Help Desk and employee HR capabilities.

Insurance 56

Insurance Cost-Benefit Digital Transformation Marketing 56

CIO Business Intelligence

MAY 1, 2025

Salesforce AI Research today unveiled new benchmarks, guardrails, and models aimed at enhancing the agentic AI in the enterprise. An agent is not just an LLM, Savarese said in a roundtable discussion on Tuesday. An agent is actually a complex system with four components: a memory, a brain, an actuator, and an interface.

Enterprise 83

Enterprise Modeling Contextual Data Testing 83

Wayne Yaddow

MARCH 28, 2025

Unleashing GenAIEnsuring Data Quality at Scale (Part1) Transitioning from isolated repository systems to consolidated AI LLM pipelines Photo by Joshua Sortino on Unsplash Introduction This blog is based on insights from articles in Database Trends and Applications, Feb/Mar 2025 ( DBTA Journal ).

Data Quality 52

Data Quality ROI Testing Data-driven 52

O'Reilly on Data

APRIL 15, 2025

Most AI teams focus on the wrong things. Heres a common scene from my consulting work: AI TEAM Heres our agent architectureweve got RAG here, a router there, and were using this new framework for ME [Holding up my hand to pause the enthusiastic tech lead] Can you show me how youre measuring if any of this actually works?

Testing 328

Testing Experimentation Metrics Measurement 328