IBM Big Data Hub

FEBRUARY 29, 2024

The transition to the foundation model era signifies a substantial change in how professionals use technology to enhance their digital strategies. By transcending the constraints of low-code platforms, businesses can build more robust, tailored solutions that align closely with their evolving digital strategies.

Modeling 54

Modeling Optimization Interactive Strategy 54

Analytics Vidhya

SEPTEMBER 27, 2023

Customer sentiment analysis analyzes customer feedback, such as product reviews, chat transcripts, emails, and call center interactions, to categorize customers into happy, neutral, or unhappy. This categorization helps companies tailor their responses and strategies to enhance customer satisfaction.

Interactive 305

Interactive Strategy Analytics Modeling 305

CIO Business Intelligence

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. AI continues to transform customer engagements and interactions with chatbots that use predictive analytics for real-time conversations.

Data Strategy 109

Data Strategy Strategy Machine Learning Data-driven 109

Smart Data Collective

DECEMBER 13, 2021

More companies are using sophisticated data analytics and AI tools to overhaul their business models. E-commerce Companies Are Using Big Data Technology to Improve the Execution of their Marketing Strategies. From books, clothes, and shoes to courses and memberships, consumers are interacting with digital businesses more than ever.

Data-driven 136

Data-driven Marketing Strategy Big Data 136

CIO Business Intelligence

JULY 13, 2022

Metrics that create a narrative and show how the business compares to competitors, the wider industry, and globally against all businesses give a clear picture that allows board members to set strategy. The day continues with Doug Fisher, SVP and CSO at Lenovo , who will share his strategies for strong security leadership.

Strategy 117

Strategy Metrics Risk Risk Management 117

CIO Business Intelligence

AUGUST 1, 2023

But we don’t necessarily see this with AI-driven models, in which the return on scale can continue to climb to previously unheard-of levels. The easiest decision at the intersection of business and technology strategy you will ever need to make about AI is to commit to ensuring your tech stack will never constrain the scale you can achieve.

Strategy 52

Strategy Data-driven Interactive Uncertainty 52

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. How has, say, ChatGPT hit your business model?” This is an issue for CIOs.

Strategy 94

Strategy Risk Enterprise Risk Management 94

CIO Business Intelligence

JANUARY 24, 2023

A significant number of organizations are operating in a hybrid model — and expect to continue with that hybrid environment for the foreseeable future. Those principles, along with lessons learned during recent years, have helped Pfeiffer sharpen her tech strategy for supporting hybrid work in 2023.

Strategy 142

Strategy Consulting Technology Software 142

Smart Data Collective

NOVEMBER 18, 2021

In the information, there are companies with big data strategies and those that fall behind. However, the success of a big data strategy relies on its implementation. VentureBeat reports that only 13% of companies are delivering on their big data strategies. This will enable you to optimize your business model accordingly.

Data Strategy 128

Data Strategy B2B Strategy Big Data 128

CIO Business Intelligence

MARCH 15, 2022

Synthetic data is artificially generated information that can be used in place of real historic data to train AI models when actual data sets are lacking in quality, volume, or variety. Artificial data has many uses in enterprise AI strategies. This can slow down the development of new AI models. Synthetic data use cases.

Strategy 145

Strategy Testing Modeling Sales 145

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. The importance of customer loyalty and customer service has become increasingly well-known and companies have needed to adapt their business models accordingly to gain a competitive edge. SaaS companies are no exception.

Modeling 100

Modeling Analytics Sales Key Performance Indicator 100

Ontotext

MARCH 20, 2024

Large language models (LLMs): Generate human-quality text formats like emails, scripts, and marketing copy, personalized for each prospect. Personalize sales experiences: Craft tailored marketing campaigns and interactions with a comprehensive understanding of your audience.

Data-driven 52

Data-driven Strategy Sales Data Integration 52

CIO Business Intelligence

MARCH 12, 2022

A well-establish, well-executed employee retention strategy is a key competitive differentiator, as a company’s ability to hold on to its talent — especially in tight hiring markets — has profound ramifications for its ability to operate at a high level, without the disruptions that employee turnover bring. “We

Strategy 128

Strategy Cost-Benefit Management Enterprise 128

IBM Big Data Hub

FEBRUARY 23, 2024

The emergence of NLG has dramatically improved the quality of automated customer service tools, making interactions more pleasant for users, and reducing reliance on human agents for routine inquiries. DL models can improve over time through further training and exposure to more data. billion by 2030.

Enterprise 105

Enterprise Interactive Data-driven Key Performance Indicator 105

CIO Business Intelligence

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). Crunching mathematical calculations, the model then makes predictions based on what it has learned during training. The percentage varies as the size of the model and the number of users grows.

Cost-Benefit 123

Cost-Benefit Modeling Strategy Interactive 123

DataRobot Blog

MAY 26, 2022

Last time , we discussed the steps that a modeler must pay attention to when building out ML models to be utilized within the financial institution. In summary, to ensure that they have built a robust model, modelers must make certain that they have designed the model in a way that is backed by research and industry-adopted practices.

Risk 52

Risk Modeling Metrics Business Objectives 52

bridgei2i

JUNE 23, 2021

4 Key Elements of Enterprise AI Strategy. It combines the human capacities for learning, perception, and interaction to perform business operations. However, due to a lack of foundation to embed AI capabilities, companies cannot successfully leverage AI into their data and operational strategy. Compliance.

Strategy 52

Strategy Enterprise Key Performance Indicator ROI 52

CIO Business Intelligence

MAY 9, 2024

They should lead the efforts to tie AI capabilities to data analytics and business process strategies and champion an AI-first mindset throughout the organization. To that end, CAIOs must break down silos and interact with a multitude of leaders in both lines of business and supporting functions, Daly says.

Risk Management 133

Risk Management Risk Cost-Benefit Technology 133

Mark Raskino

JUNE 1, 2023

Business leaders seem to be assuming that AI under their control will be at the center of customer interaction advances. Open source AI projects will make very powerful and increasingly specialized large language models available via APIs. But what about AI in the hands of the customers themselves? of almost anything.

Strategy 59

Strategy B2B Interactive Testing 59

CIO Business Intelligence

APRIL 27, 2022

In an interactive presentation at CIO’s recent Future of Work Summit, Dr. Beverly Kaye tackled that question head-on, offering key lessons from her years of research and writing on the topic of talent retention. What are you doing with your teams? And they want to be mentored, meaning they want you to give them some attention.

Strategy 95

Strategy Consulting Interactive Management 95

CIO Business Intelligence

JULY 31, 2022

Without it, hybrid work can’t exist, cloud applications don’t perform adequately and online interaction delays frustrate potential customers. This frees CIOs to focus more on developing their vision for improving customer experience; a strategy repeatedly demonstrated to improve profitability.

Strategy 79

Strategy Internet of Things Machine Learning IoT 79

IBM Big Data Hub

MAY 17, 2024

Poorly run implementations of traditional or generative AI in commerce—such as models trained on inadequate or inappropriate data—lead to bad experiences that alienate consumers and businesses. To take one example, AI-facilitated tools like voice navigation promise to upend the way users fundamentally interact with a system.

B2B 58

B2B Interactive Optimization Forecasting 58

AWS Big Data

JULY 14, 2023

The better organized the catalog is, the higher the potential for reuse and the return on investment for the services transformation strategy. The model should be able to showcase to LOBs their categories and capabilities. It is causing a ripple effect across IT organizations and shifting the way IT delivers applications and services.

Modeling 68

Modeling Visualization Reporting Measurement 68

Andrew White

NOVEMBER 1, 2019

The main angle was from the point of view of a university, but the point was related to business too: They (strategies) take too long to draft or define. Most of these strategies were effectively based on faith, hope, and charity. We have tried mightily to help organizations recognize what strategy is meant to be.

Strategy 56

Strategy Analytics Data-driven Data Strategy 56

CIO Business Intelligence

APRIL 5, 2024

California and Connecticut lead the pack One state to watch is California, partly because of its large population that interacts with businesses across the US, and partly because the state legislature there tends to be ahead of the pack on consumer protection issues. There’s obviously going to be heightened scrutiny here across the board.”

Risk 109

Risk Interactive Insurance Strategy 109

IBM Big Data Hub

FEBRUARY 13, 2024

The compact design and touch-based interactivity seemed like a leap into the future. This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music.

Enterprise 125

Enterprise Modeling Testing Data-driven 125

CDW Research Hub

DECEMBER 23, 2019

With those numbers growing every year, it’s essential for every business to adopt a forward-looking storage modernization strategy. Three steps toward a better modernization strategy . When developing a storage infrastructure modernization strategy, you should start with these three steps: Better align yourself to your business.

Strategy 52

Strategy Internet of Things IoT Interactive 52

erwin

SEPTEMBER 12, 2019

Strong internal business process modeling and management helps data-driven organizations compete and lead. The Value of Internal Business Process Modeling. Therefore, it’s critical for organizations to map their internal business processes to understand how a given action relates to the organizations’ overall strategy and goals.

Modeling 101

Modeling Cost-Benefit Data-driven Data Governance 101

Octopai

JANUARY 23, 2023

No database migration is easy, but the right approach and strategies can make the data migration process easier and smoother. Is the source database model (e.g. relational, multivalue, object-oriented) the same as or different than the target database model? Welcome to the database migration experience.

Strategy 61

Strategy Testing Sales Interactive 61

Smart Data Collective

JANUARY 30, 2023

They can see how their teams are interacting and whether certain members are missing deadlines or making consistent errors. However, the organization of the team is not enough on its own. AI technology can help project managers monitor their team more effectively.

Software 98

Software Strategy Testing Advertising 98

CIO Business Intelligence

OCTOBER 5, 2023

CBRE has also used AI to optimize portfolios for several clients, and recently launched a self-service generative AI product that enables employees to interact with CBRE and external data in a conversational manner. Let’s start with the models. For AI, the high-value quadrant is where you’ll find most predictive modeling.

Experimentation 119

Experimentation Strategy Machine Learning Interactive 119

CIO Business Intelligence

NOVEMBER 7, 2023

Use retrieval-augmented generation (RAG) Retrieval-augmented generation (RAG) is a technique that allows models to retrieve information from a specified dataset or knowledge base. This is a supervised process that involves retraining a large language model with data so that it generates content more accurately based on that data.

IT 115

IT Risk Modeling Strategy 115

Sisense

OCTOBER 21, 2020

As a member of the data team, your role is complex and multifaceted, but one important way you support your colleagues across the company is by building and maintaining data models. Let’s dig into how we can build better data models to support this broad user base and why that’s so important in the world of big data we’re living in.

Modeling 71

Modeling Data-driven Dashboards Interactive 71

AWS Big Data

MARCH 23, 2023

These organizations have adopted a federated model, with each LoB having the autonomy to make decisions on their data. They use the publisher/consumer model with a centralized governance layer that is used to enforce access controls. It makes sharing data across LoBs non-trivial. We’d love to hear your feedback!

Interactive 66

Interactive Snapshot Data Lake Software 66

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Working with large language models (LLMs) for enterprise use cases requires the implementation of quality and privacy considerations to drive responsible AI.

Data Governance 95

Data Governance Unstructured Data Metadata Data Lake 95

CIO Business Intelligence

MARCH 18, 2024

Technology has a critical role to play in any organization’s social sustainability strategy. Sustainable supply chains and ecosystems: A growing number of firms use technology to incorporate suppliers into their sustainability strategy. Learn more about the business case for social responsibility. IT Leadership

Manufacturing 109

Manufacturing Forecasting Technology Software 109

CIO Business Intelligence

FEBRUARY 20, 2024

Microsoft Copilot brings the power of large language models (LLMs) directly into the applications agencies already use, enabling powerful productivity tools to be harnessed through simple words and phrases. Transforming data to informed decisions Copilot can also help teams develop a more data-driven approach to strategy and decision-making.

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Cost-Benefit Interactive Reporting Data-driven 91