Smart Data Collective

NOVEMBER 25, 2019

More and more often, businesses are using data to drive their decisions — which makes cutting-edge analytics and business intelligence strategies one of the best advantages a company can have. Here are the six trends you should be aware of that will reshape business intelligence in 2020 and throughout the new decade.

Business Intelligence 101

Business Intelligence Predictive Analytics Data Collection Internet of Things 101

FineReport

JUNE 24, 2021

Once the data becomes more extensive or more complex, Excel or other simple solutions may “fetter” your potentialities. That’s why business intelligence solutions(BI solutions) come into our minds. Business Intelligence Solutions Definition. Data preparation and data processing.

Business Intelligence 84

Business Intelligence OLAP Data mining Visualization 84

CIO Business Intelligence

DECEMBER 14, 2023

Salesforce is updating its Data Cloud with vector database and Einstein Copilot Search capabilities in an effort to help enterprises use unstructured data for analysis. The Einstein Trust Layer is based on a large language model (LLM) built into the platform to ensure data security and privacy.

Unstructured Data 109

Unstructured Data Structured Data Enterprise Business Intelligence 109

CIO Business Intelligence

NOVEMBER 21, 2022

In our most recent Rocket survey, 46% of IT professionals indicate that at least half of their content is “dark data”— meaning it’s processed but never used. A big reason for the proliferation of dark data is the amount of unstructured data within business operations.

Software 98

Software Management Unstructured Data Data Governance 98

CIO Business Intelligence

MAY 24, 2022

Just after launching a focused data management platform for retail customers in March, enterprise data management vendor Informatica has now released two more industry-specific versions of its Intelligent Data Management Cloud (IDMC) — one for financial services, and the other for health and life sciences.

Finance 136

Finance Management Metadata Data Quality 136

DataRobot Blog

MAY 5, 2022

To date, however, enterprises’ vast troves of unstructured data – photo, video, text, and more – have remained mostly untapped. At DataRobot, we are acutely aware of the ability of diverse data to create vast improvements to our customers’ business. Today, managing unstructured data is an arduous task.

Unstructured Data 52

Unstructured Data Modeling Enterprise Machine Learning 52

CIO Business Intelligence

MARCH 6, 2024

SAP unveiled Datasphere a year ago as a comprehensive data service, built on SAP Business Technology Platform (BTP), to provide a unified experience for data integration, data cataloging, semantic modeling, data warehousing, data federation, and data virtualization.

Unstructured Data 117

Unstructured Data Dashboards Business Intelligence Data Governance 117

CIO Business Intelligence

JANUARY 24, 2024

“Organizations often get services and applications up and running without having put stewardship in place,” says Marc Johnson, CISO and senior advisor at Impact Advisors, a healthcare management consulting firm. Overlooking these data resources is a big mistake. What are the goals for leveraging unstructured data?”

Data Strategy 135

Data Strategy Strategy Unstructured Data Data Governance 135

CIO Business Intelligence

OCTOBER 30, 2023

The key is to make data actionable for AI by implementing a comprehensive data management strategy. That’s because data is often siloed across on-premises, multiple clouds, and at the edge. Getting the right and optimal responses out of GenAI models requires fine-tuning with industry and company-specific data.

Unstructured Data 141

Unstructured Data Optimization Data-driven Strategy 141

Boris Evelson

JUNE 14, 2018

Enterprises are sitting on mountains of unstructured data – 61% have more than 100 Tb and 12% have more than 5 Pb! Luckily there are mature technologies out there that can help. First, enterprise information architects should consider general purpose text analytics platforms.

Unstructured Data 78

Unstructured Data Analytics Technologies Technology Analytics 78

CIO Business Intelligence

APRIL 24, 2024

But until there’s a change in corporate will and the CIO’s vision combines with other management to drive a full-scale project, success can only be measured by the strength of the corporate culture. “I The goal is to correlate all types of data that affect assets and bring it all into the digital twin to take timely action,” says D’Accolti.

Digital Transformation 100

Digital Transformation Business Intelligence Unstructured Data Data Lake 100

CIO Business Intelligence

JUNE 28, 2022

Philosophers and economists may argue about the quality of the metaphor, but there’s no doubt that organizing and analyzing data is a vital endeavor for any enterprise looking to deliver on the promise of data-driven decision-making. And to do so, a solid data management strategy is key. Data storage costs are exploding.

Management 135

Management Internet of Things Statistics Data-driven 135

Smart Data Collective

MAY 13, 2022

In addition, several enterprises are using AI-enabled programs to get business analytics insights from volumes of complex data coming from various sources. AI is undoubtedly a gamechanger for business intelligence. As unstructured data comes from different sources and is stored in various locations.

Business Analytics 134

Business Analytics Analytics Unstructured Data Data-driven 134

Smart Data Collective

OCTOBER 27, 2021

The application presents a massive volume of unstructured data through a graphical or programming interface using the analytical abilities of business intelligence technology to provide instant insight. Interactive analytics applications present vast volumes of unstructured data at scale to provide instant insights.

Interactive 113

Interactive Unstructured Data Analytics Data Warehouse 113

CIO Business Intelligence

FEBRUARY 20, 2024

Where all data – structured, semi-structured, and unstructured – is sourced, unified, and exploited in automated processes, AI tools and by highly skilled, but over-stretched, employees. Legacy data management is holding back manufacturing transformation Until now, however, this vision has remained out of reach.

Data Architecture 88

Data Architecture Unstructured Data Manufacturing IT 88

David Menninger's Analyst Perspectives

MARCH 30, 2020

I was recently asked to identify key modern data architecture trends. Data architectures have changed significantly to accommodate larger volumes of data as well as new types of data such as streaming and unstructured data. Here are some of the trends I see continuing to impact data architectures.

Data Architecture 290

Data Architecture Unstructured Data Data Lake Data Governance 290

CIO Business Intelligence

MARCH 21, 2022

What is a data scientist? Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. Semi-structured data falls between the two. Data scientist skills.

Unstructured Data 135

Unstructured Data Data Analytics Analytics Structured Data 135

CIO Business Intelligence

DECEMBER 19, 2023

Productivity improvements will likely come from experimenting with the platforms and tools that embed prompting and other natural language capabilities, while longer-term impacts will come from embedding the company’s intellectual property into privately managed large language models.

Digital Transformation 142

Digital Transformation Unstructured Data Machine Learning Risk Management 142

CIO Business Intelligence

JUNE 23, 2023

As the general manager of the Oakland Athletics, Beane used data and analytics to find undervalued baseball players on a shoestring budget. In 2002, his data-driven baseball team achieved a 20-game winning streak and the American League West title, competing against franchises spending over twice as much recruiting players.

Unstructured Data 92

Unstructured Data Cost-Benefit Data-driven Data Architecture 92

BizAcuity

APRIL 14, 2022

Big Data Ecosystem. Big data paved the way for organizations to get better at what they do. Data management and analytics are a part of a massive, almost unseen ecosystem which lets you leverage data for valuable insights. Competitive Advantages to using Big Data Analytics. Data Management.

Big Data 52

Big Data Data Analytics Management Unstructured Data 52

CIO Business Intelligence

JANUARY 30, 2024

Teachers educate the next generation by sharing knowledge, fostering critical thinking skills, managing parents, and developing children. Watch-outs Alongside this big, beautiful list of AI and generative AI capabilities and educational benefits is another list of potential watch-outs that need to be managed.

Unstructured Data 96

Unstructured Data Data-driven Risk Technology 96

CIO Business Intelligence

FEBRUARY 6, 2024

But slog through Microsoft’s introduction of “the future of AI powered content management and experiences,” and you’ll discover that if Microsoft delivers on its promises, SharePoint Premium isn’t just SharePoint with a handful of nice-to-haves bolted onto its posterior. Documents, in this metaphor, are molecules.

Unstructured Data 98

Unstructured Data Advertising Metadata Software 98

CIO Business Intelligence

MARCH 9, 2022

However, they do contain effective data management, organization, and integrity capabilities. As a result, users can easily find what they need, and organizations avoid the operational and cost burdens of storing unneeded or duplicate data copies. On the other hand, they don’t support transactions or enforce data quality.

Data Lake 107

Data Lake Unstructured Data Data Warehouse Data Quality 107

CIO Business Intelligence

JANUARY 22, 2024

A healthcare payer or provider must establish a data strategy to define its vision, goals, and roadmap for the organization to manage its data. Next is governance; the rules, policies, and processes to ensure data quality and integrity. The need for generative AI data management may seem daunting.

Unstructured Data 91

Unstructured Data Digital Transformation Data Strategy Modeling 91

CIO Business Intelligence

AUGUST 1, 2023

As many CIOs prepare their 2024 budgets and digital transformation priorities, developing a strategy that seeks opportunities to evolve business models, targets near-term operational impacts, prioritizes where employees should experiment, and defines AI-related risk-mitigating plans is imperative.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

CIO Business Intelligence

OCTOBER 19, 2023

Enterprises can harness the power of continuous information flow by lessening the gap between traditional architecture and dynamic data streams. Unstructured data formatting issues Increasing data volume gets more challenging because it has large volumes of unstructured data. The complexity doesn’t end here.

Data Integration 124

Data Integration Unstructured Data Data-driven Data Warehouse 124

CIO Business Intelligence

SEPTEMBER 14, 2023

These include: Generalist: Data engineers who typically work for small teams or small companies wear many hats as one of the few “data-focused” people in the company. These generalists are often responsible for every step of the data process, from managing data to analyzing it.

Analytics 134

Analytics Data Science Unstructured Data Data mining 134

CIO Business Intelligence

JULY 23, 2023

More than 60% of corporate data is unstructured, according to AIIM , and a significant amount of this unstructured data is in the form of non-traditional “records,” like text and social media messages, audio files, video, and images. Data Management

Data Governance 92

Data Governance Unstructured Data Cost-Benefit Machine Learning 92

CIO Business Intelligence

AUGUST 9, 2023

Before generative AI can be deployed, organizations must rethink, rearchitect and optimize their storage to effectively manage generative AI’s hefty data management requirements. In addition, managing the data created by generative AI models is becoming a crucial aspect of the AI lifecycle.

Unstructured Data 93

Unstructured Data Modeling Data Architecture Enterprise 93

CIO Business Intelligence

FEBRUARY 29, 2024

The tool enables businesses to extract intelligence from across a diversity of different data sources using large language models (LLMs – a type of generative AI capable of producing human-like text). What’s more, manufacturing data is growing at exponential rates, estimated at 200-500% over the next five years.

Manufacturing 107

Manufacturing Unstructured Data Cost-Benefit Risk 107

Smart Data Collective

NOVEMBER 20, 2022

What Is Big Data? Big data refers to an extremely large volume of data sets, including structured and unstructured data from several sources. The big data is so vast that it’s hard for outdated data processing techniques to capture, manage or process the data sets. Keep reading.

Big Data 134

Big Data Sales Marketing B2B 134

CIO Business Intelligence

JANUARY 19, 2024

That’s because generative AI-driven PCG helps game developers craft many unique virtual worlds quickly, without manually managing every design detail. Modern storage solutions with distributed storage, data compression, and efficient data indexing support the speed and scale that AI requires.

Unstructured Data 109

Unstructured Data Recreation/Entertainment Data-driven Interactive 109

Sisense

OCTOBER 16, 2019

Launching a new business intelligence initiative or project can be tricky: while we’re staunch believers in agile BI and quick wins, it’s important for both the BI person and the business executives to first align their needs and expectations, and to understand what the organization hopes to achieve.

Management 76

Management IT Dashboards Business Intelligence 76

CIO Business Intelligence

JUNE 14, 2023

Big data exploded onto the scene in the mid-2000s and has continued to grow ever since. Today, the data is even bigger, and managing these massive volumes of data presents a new challenge for many organizations. How is it possible to manage the data lifecycle, especially for extremely large volumes of unstructured data?

Unstructured Data 62

Unstructured Data IT Manufacturing Visualization 62

CIO Business Intelligence

MAY 10, 2024

Because of this, NoSQL databases allow for rapid scalability and are well-suited for large and unstructured data sets. Introduced in the late 1990s as the Big Data era emerged, NoSQL remains a key way for organizations to handle large swaths of data.

IT 128

IT Unstructured Data Software Reporting 128

CIO Business Intelligence

SEPTEMBER 7, 2023

Organizations need novel storage capabilities to handle the massive, real-time, unstructured data required to build, train and use generative AI. The second challenge is managing new risks, which stem primarily from the threat of misinformation. more about this in my article about accelerating generative AI here ).

Unstructured Data 109

Unstructured Data Cost-Benefit Risk Data-driven 109

CIO Business Intelligence

DECEMBER 14, 2023

These improvements are ongoing and dynamic as AI continuously optimizes approaches based on real-time operational data. Supply chain management Manufacturing can benefit from more predictive supply chain management. Learn more about unstructured data storage solutions and how they can enable AI technology.

Manufacturing 137

Manufacturing Cost-Benefit Unstructured Data Optimization 137