CIO Business Intelligence

SEPTEMBER 19, 2023

How can enterprises attain these in the face of uncertainty? Rogers: This is one of two fundamental challenges of corporate innovation — managing innovation under high uncertainty and managing innovation far from the core — that I have studied in my work advising companies and try to tackle in my new book The Digital Transformation Roadmap.

Digital Transformation 130

Digital Transformation Uncertainty Testing Enterprise 130

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. It requires bold bets and a willingness to persevere despite setbacks, criticism, and uncertainty,’’ wrote McKinsey senior partners Laura Furstenthal and Erik Roth in a recent blog post. “By Here, they and others share seven ways to create and nurture a culture of innovation.

Experimentation 133

Experimentation Consulting Technology Machine Learning 133

CIO Business Intelligence

JANUARY 2, 2024

CIOs are readying for another demanding year, anticipating that artificial intelligence, economic uncertainty, business demands, and expectations for ever-increasing levels of speed will all be in play for 2024. He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

JUNE 28, 2023

These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As He points to cost savings from the reduction in laboratory tests, formulations, external software licenses, and the optimization of activities.

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

Cloudera

OCTOBER 8, 2020

Abode moved from packages of software to subscriptions in the cloud before any of their current customers asked for it. A disruptive mindset creates an environment that embraces constant experimentation and change. Stability during Uncertainty . Leadership Makes Digital Transformation .

Digital Transformation 106

Digital Transformation Unstructured Data Experimentation Uncertainty 106

Domino Data Lab

JUNE 23, 2019

Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. You’re changing things fundamentally in how you build and ship software.

Management 110

Management Machine Learning Experimentation Metrics 110

CIO Business Intelligence

JULY 31, 2023

As vendors add generative AI to their enterprise software offerings, and as employees test out the tech, CIOs must advise their colleagues on the pros and cons of gen AI’s use as well as the potential consequences of banning or limiting it. “You There’s a lot of uncertainty. People are thinking, ‘How is this going to affect my career?

Strategy 98

Strategy Risk Enterprise Risk Management 98

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. Fine motor skills: It’s conceivable for AGI software to pair with robotics hardware.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

O'Reilly on Data

DECEMBER 9, 2019

Because of this trifecta of errors, we need dynamic models that quantify the uncertainty inherent in our financial estimates and predictions. Practitioners in all social sciences, especially financial economics, use confidence intervals to quantify the uncertainty in their estimates and predictions.

Statistics 31

Statistics Uncertainty Risk Marketing 31

The Unofficial Google Data Science Blog

APRIL 16, 2019

by MICHAEL FORTE Large-scale live experimentation is a big part of online product development. This means a small and growing product has to use experimentation differently and very carefully. This blog post is about experimentation in this regime. But these are not usually amenable to A/B experimentation.

Experimentation 69

Experimentation Sales Metrics Measurement 69

O'Reilly on Data

SEPTEMBER 11, 2019

In the third place, there’s uncertainty about what to do with all of this data. This year’s Strata NY proposals capture this change—with all its uncertainty: technologists grappling with how to move, engineer, and persist all of this data, along with the challenge of identifying and refining specific business use cases for which it is useful.

IoT 25

IoT Big Data Data Warehouse Uncertainty 25

CIO Business Intelligence

DECEMBER 23, 2024

It hit the threshold for accuracy he had in his mind; it hit a tipping point, Smith says, explaining that the engineer concluded that the gen AI tool could now compete with top coders in quality, not just speed bringing AI-native software engineering closer than many previously thought.

IT 134

IT Strategy Technology Experimentation 134

CIO Business Intelligence

NOVEMBER 12, 2024

Measure the impact of software developers by how teams meet release commitments, promote design peer reviews, and demonstrate the impacts of experimentation. When changes are made without transparency or input from the team, it breeds uncertainty and resentment.

IT 140

IT Digital Transformation Management Experimentation 140

CIO Business Intelligence

APRIL 16, 2025

Innovator/experimenter: enterprise architects look for new innovative opportunities to bring into the business and know how to frame and execute experiments to maximize the learnings. Open source: This is an expanding offering in the industry and enterprise architecture stack beyond software, with huge potential.

Enterprise 59

Enterprise Strategy Risk Business Objectives 59

O'Reilly on Data

APRIL 15, 2025

Your AI Roadmap Should Count Experiments, Not Features If youve worked in software development, youre familiar with traditional roadmaps: a list of features with target delivery dates. With conventional software, thats often truegiven enough time and resources, you can build most features reliably. Either way, trust erodes.

Experimentation 244

Experimentation Testing Metrics Measurement 244