O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. Measurement, tracking, and logging is less of a priority in enterprise software. What delivers the greatest ROI? How do you select what to work on?

Management 332

Management Machine Learning Experimentation Metrics 332

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. A key trend is the adoption of multiple models in production.

Cost-Benefit 97

Cost-Benefit Modeling Manufacturing Interactive 97

CIO Business Intelligence

MAY 20, 2022

And in so many cases, it’s not pure ROI and cost savings but it’s removing hidden costs and shared costs of managing technical debt, like not having to do upgrades. All of that together is how we’re measuring the value of going to the cloud.”. “All of our investments are about value. It’s about increased security to the state.

IT 94

IT Digital Transformation Internet of Things Data Architecture 94

datapine

MARCH 27, 2019

Here, we’ll explore customer data management, offering a host of practical tips to help you embrace the power of customer data management software the right way. Improving the ROI of your promotional and marketing activities. Download right here your quick summary of the customers’ data world! Enhancing your sales efficiency.

Management 129

Management Data-driven Dashboards Visualization 129

CIO Business Intelligence

MARCH 13, 2024

Still, he urges companies to look beyond measurements of coding speed. Today, SAP has dozens of different gen AI tools, hosted in a company-wide platform, that allow employees to create content, graphics, and more. Artificial Intelligence, CIO, Generative AI, IT Leadership, ROI and Metrics, Software Development

IT 124

IT Consulting Testing Cost-Benefit 124

datapine

MARCH 19, 2019

In today’s world, the ability to analyze critical metrics and measure your performance through various KPI examples that you can choose based on your industry and without restriction is an incredibly important driver of success as well as commercial growth and evolution. Sales mobile dashboard example.

Dashboards 112

Dashboards Visualization Metrics KPI 112

datapine

JANUARY 7, 2020

Evolution: The ability to visualize your data will empower you to make continual improvements to your business, moving with the landscape around you by measuring and building upon your performance. Evidence: While this may seem like an abstract concept, when it comes to data analytics, the more panoramic a snapshot you can access, the better.

Dashboards 149

Dashboards Reporting KPI Metrics 149

CIO Business Intelligence

JANUARY 4, 2023

Recently members of our community came together for a roundtable discussion, hosted by Dell Technologies, about trends, trials, and all the excitement around what’s next. Fortunately, the HPC community is both collaborative and transparent in our work to apply and advance supercomputing technologies.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

IBM Big Data Hub

NOVEMBER 30, 2023

Measure impact: Use analytics and metrics to assess the effectiveness of branding efforts. Application and hiring metrics: Utilize metrics such as application completion rates, time-to-hire, cost-per-hire and quality of hire to measure the effectiveness of the recruitment strategy. Analyze the cost and benefits associated with each.

Strategy 69

Strategy Cost-Benefit Consulting Data-driven 69

datapine

NOVEMBER 5, 2019

The vast majority of business dashboards offer a customizable interface, a host of interactive features, and empower the user to extract real-time data from a broad spectrum of sources. You can clearly see the general overview followed by the specific performance of each campaign you have launched. click to enlarge**.

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

datapine

JULY 3, 2019

In a hyper-connected digital world driven by data, there has never been a better time for businesses to gather meaningful insights on their target prospects, in addition to measuring ongoing levels of commercial growth and performance. Social media KPIs are values that measure the performance of social media marketing (SMM) campaigns.

Metrics 219

Metrics KPI Strategy ROI 219

datapine

AUGUST 21, 2019

Yes, no sales team is perfect, and you can always get better at any of these areas, but this graph will help you to identify the “low hanging fruit” where you can invest a little bit of effort to get a large ROI. If you enjoy working with databases, you can easily create this graph with the help of SQL reporting tools. click to enlarge**.

Sales 235

Sales Dashboards KPI Visualization 235

Occam's Razor

APRIL 25, 2011

Doing anything on the web without a Web Analytics Measurement Model. Bring a structured approach to your measurement strategy, bring some process, let a Web Analytics Measurement Model be the foundation of your program. Making lame metrics the measures of success: Impressions, Click-throughs, Page Views.

Marketing 126

Marketing Measurement Metrics Testing 126

datapine

OCTOBER 10, 2019

d) What KPIs, if measured, will help them reach their goals? Whatever the case, you want to know this – because if you don’t know how to make a dashboard that is better than their existing KPI measurement method, you’ll have wasted your time. Obviously, you can’t peer into their head – just make your best guess.

Dashboards 146

Dashboards Visualization Sales Metrics 146

datapine

NOVEMBER 13, 2019

There are a host of benefits to procurement reporting. With so many areas to consider, deciding which KPIs to focus on while defining metric measurement periods can prove to be a challenge at the initial stages. e) Take accurate measurements. That way you can increase your ROI and ensure sustainable business development.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

Cloudera

NOVEMBER 12, 2020

Over-sizing” helps during times of peak demand but justifying the ROI for such over-provisioning is next to impossible. Cloud deployments add tremendous overhead because you must reimplement security measures and then manage, audit, and control them. Another tense scenario at an international pharma.

Data Warehouse 102

Data Warehouse Reporting Risk Cost-Benefit 102

IBM Big Data Hub

APRIL 4, 2024

It may be hosted in-house within a company’s physical location, in an off-site data center on infrastructure owned or rented by a third party, or in a public cloud service provider’s (CSP’s) infrastructure in one of their data centers. In this setting, the CSP carries out maintenance, upgrades, support and management.

Data Processing 103

Data Processing Cost-Benefit Software Digital Transformation 103

datapine

MAY 31, 2022

Instead of installing software on your own servers, SaaS companies enable you to rent software that’s hosted, this is typically the case for a monthly or yearly subscription fee. That’s why it is important to implement a secure BI cloud tool that can leverage proper security measures. Cost management and containment.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

DECEMBER 1, 2023

Their responsibilities include leading digital transformation efforts at the organization, delivering ROI on technology investments, and providing a secure platform for mission critical business processes. CIOs have a lot on their plates. IPM platforms also place agents on employee devices to monitor the end user experience.

Cost-Benefit 52

Cost-Benefit ROI Digital Transformation Data Processing 52

datapine

MARCH 18, 2020

By using social media management reporting software to track, measure, and refine your socially-driven efforts, you will make better, swifter, and more informed decisions while maximizing your ROI with every initiative or interaction you make. Why Should I Use Social Media Reports? Need we say more? Primary KPIs: Number of Fans.

Reporting 178

Reporting Dashboards Metrics KPI 178

datapine

DECEMBER 11, 2019

One of the most effective ways to serve the needs of your target audience is through equal measures of inspiration and education – and as more SaaS providers tap into this mentality, we expect thought leadership will become a prominent software as a service trend in 2020. Is my data protected while the integration process is worked through?

Software 314

Software Cost-Benefit Data Processing Data-driven 314

Occam's Razor

MAY 2, 2017

That then takes us down the very best way to answer that question, to use the five-step process to build out the Digital Marketing and Measurement Model. Let’s look at XX completely different types of business, and pick just six metrics (two each for A, B and O) that would be the very best ones to measure their digital success.

Metrics 141

Metrics Key Performance Indicator B2B Measurement 141

datapine

APRIL 15, 2020

You need to determine if you are going with an on-premise or cloud-hosted strategy. You will measure your success by delivering the project, not by the level of documentation you’re producing, therefore, documentation should be developed only when necessary. Construction Iterations.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

Smart Data Collective

SEPTEMBER 6, 2020

You need to either host the application on your own servers or pay someone to host the application and your data. All software will require some degree of customization, but to control costs and speed time to ROI you want to minimize the amount of customization that’s necessary. Then consider costs to upgrade and update too.

B2B 108

B2B Data Analytics Analytics Cost-Benefit 108

datapine

JANUARY 21, 2020

Every serious business uses key performance indicators to measure and evaluate success. As every business needs to seriously consider their expenses and ROI (return on investment), often the costs and savings are hardly measured. Operational optimization and forecasting. Cost optimization.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

datapine

DECEMBER 17, 2019

But in this digital age, dynamic modern IT reports created with a state-of-the-art online reporting tool are here to help you provide viable answers to a host of burning departmental questions. Once you have defined what you want to measure, you can select the appropriate metrics and visualize them with effective dashboard design.

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. First, how we measure emissions and carbon footprint is about data design and policy. In other words, D&A plays a key role in the foundational measuring angle. Here is the link to the replay, in case you are interested.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Domino Data Lab

MAY 8, 2019

At CMU I joined a panel hosted by Zachary Lipton where someone in the audience asked a question about machine learning model interpretation. Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Smart Data Collective

MAY 31, 2023

Most savvy marketers recognize the importance of using analytics technology to optimize their strategies to get a higher ROI. One example of this trend is by using analytics to measure the engagement of Instagram stories to get customers to interact more frequently. Katie points out that Instagram stories disappear after 24 hours.

Marketing 77

Marketing Data Analytics Analytics Interactive 77

datapine

SEPTEMBER 16, 2022

A BI strategy that leverages data visualization will provide an ROI of $13.01 With a host of hand-picked data visualization examples as well as a wealth of real-world tips, methods, approaches, and insights, this really is one of the best books on data visualization for those getting started. back on every dollar spent.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

datapine

JULY 14, 2022

Reports affirm that companies can achieve 40% more ROI by personalizing customer experiences. Short sales cycles thus save time and help companies close more deals, thereby resulting in high ROI and gaining a competitive edge. So, implement these practices to leverage the power of data and maximize your ROI and profits.

Sales 171

Sales Strategy Metrics ROI 171

datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. But the rewards outperform by far its costs, and it is well known that business intelligence ROI is real even if it is sometimes hard to quantify. Ensure data literacy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

IBM Big Data Hub

NOVEMBER 13, 2023

Security vulnerabilities: Due to outdated security measures and lack of updates, legacy applications are more susceptible to cybersecurity threats. Enhanced security and compliance: Upgrading security measures and ensuring compliance with industry standards are integral components of modernization.

Cost-Benefit 104

Cost-Benefit Digital Transformation Software Strategy 104

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. The overall program should set a 2-year vision, mission, and goals, and then focus on execution, measuring progress along the way. We would disagree!

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

datapine

MAY 17, 2021

They positively impact ROI ( Return on Investment ) and TCO (Total Cost of Ownership). For this purpose, you can meet with your key stakeholders and team members and start a conversation to define the primary strategic goals for the business and the metrics you will need to keep track of progress and measure success.

Visualization 161

Visualization Data-driven Business Intelligence Metrics 161

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. measuring value, prioritizing (where to start), and data literacy? As with offensive policies, too many firms mistake hygiene metrics such as the number of records cleaned up versus the impact on outcomes as the measure of success, with risk I would wary of the same mistake.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Alation

FEBRUARY 13, 2020

I’m John Furrier, co-host of theCUBE. One of our values at Alation is that we measure our success through customer impact. They talk about getting a 30x ROI on the dollars they spent on Alation by basically proving the value of their program and maximizing their relationship with their customers. Aaron : Yeah.

ROI 52

ROI Data-driven Finance Data Quality 52