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. How has, say, ChatGPT hit your business model?” How is your business impacted by generative AI?

Strategy 92

Strategy Risk Enterprise Risk Management 92

Smarten

APRIL 18, 2023

and GPT-4 families of large language models, and fine-tuned using supervised and reinforcement learning techniques. While new medical techniques and tools can take time to refine and prove, doctors often leverage experimental techniques to save lives. One of the most intriguing AI developments is the recent focus on ChatGPT.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. In a 1-hour demo, we were able to show that we could do in hours the work that was going to take 10 external consultants months to page through and find things. Especially now. Maybe later.

Technology 59

Technology Risk Digital Transformation Measurement 59

DataKitchen

APRIL 13, 2021

Testing and Data Observability. DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Testing and Data Observability.

Testing 300

Testing Machine Learning Consulting Data Quality 300

Occam's Razor

SEPTEMBER 19, 2011

How do you get over the frustration of having done attribution modeling and realizing that it is not even remotely the solution to your challenge of using multiple media channels? But if you have access to some or all of that (or can hire good external consultants), then your rewards will be very close to entering heaven.

Measurement 119

Measurement Advertising Testing Marketing 119

Occam's Razor

AUGUST 22, 2011

Key To Your Digital Success: Web Analytics Measurement Model. Web Data Quality: A 6 Step Process To Evolve Your Mental Model. Consultants, Analysts: Present Impactful Analysis, Insightful Reports. Five Reasons And Awesome Testing Ideas. Lab Usability Testing: What, Why, How Much. What's The Fix? Got Surveys?

KPI 124

KPI Metrics Measurement ROI 124

CIO Business Intelligence

APRIL 24, 2024

But to find ways it can help grow a company’s bottom line, CIOs have to do more to understand a company’s business model and identify opportunities where gen AI can change the playing field. We’ve been doing proof-of-value and different test cases on efficiency opportunities within our organization as it relates to AI,” he says.

Sales 121

Sales Finance Experimentation Cost-Benefit 121

bridgei2i

APRIL 28, 2020

My name is Aruna Babu and I’m a transformation consultant who spent a good part of the last decade crafting strategy that marries business, technology and user needs. And so that process with curation or identifying which data potentially is a leading indicator and then test those leading indicators. Transcript. Aruna: Hi there!

Enterprise 103

Enterprise Data Analytics Analytics Forecasting 103

CIO Business Intelligence

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. This can be as simple as a Google Sheet or sharing examples at weekly all-hands meetings Many enterprises do “blameless postmortems” to encourage experimentation without fear of making mistakes and reprisal.

Enterprise 95

Enterprise Experimentation Sales Optimization 95

Occam's Razor

DECEMBER 9, 2009

In this post let me share with you a common sense framework I use in my consulting engagements to figure out a home for web analysts. The four pronged real world tested probing and loaded with politics framework to find a home for Web Analytics: 1. Which physical organizational model will work best for you? Centralized?

Analytics 95

Analytics Data-driven Marketing Sales 95

O'Reilly on Data

MARCH 23, 2023

It’s important to understand that ChatGPT is not actually a language model. It’s a convenient user interface built around one specific language model, GPT-3.5, is one of a class of language models that are sometimes called “large language models” (LLMs)—though that term isn’t very helpful. with specialized training.

IT 271

IT Modeling Testing Risk 271

O'Reilly on Data

OCTOBER 13, 2020

Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. Debugging AI Products.

Management 253

Management Metrics Machine Learning Modeling 253

Occam's Razor

AUGUST 12, 2013

than multi-channel attribution modeling. We have fought valiant battles, paid expensive consultants, purchased a crazy amount of software, and achieved an implementation high that is quickly, followed by a " gosh darn it where is my return on investment from all this? Multi-Channel Attribution Models. Grab a Red Bull.

Modeling 161

Modeling Optimization Marketing Interactive 161

Occam's Razor

OCTOBER 21, 2013

I've gone through the five stages in the Kubler-Ross model. Bonus: For more on next steps and attribution modeling please see: Multi-Channel Attribution Modeling: The Good, Bad and Ugly Models. ]. Controlled experimentation. As a citizen of the world, I was happy that Google and Yahoo! Try not to go whole hog.

Optimization 154

Optimization Reporting Experimentation Metrics 154

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. Today, top AI-assistant capabilities delivering results include generating code, test cases, and documentation.

Cost-Benefit 110

Cost-Benefit Advertising Experimentation Software 110

CIO Business Intelligence

SEPTEMBER 19, 2023

When they look at a new problem, they start by gathering loads of third-party data and benchmarking through consulting firms. They should rather manage through experimentation. The process of greenlighting would involve how to allocate the initial small investment and human resources to test the idea.

Digital Transformation 122

Digital Transformation Uncertainty Testing Enterprise 122

AWS Big Data

JUNE 12, 2024

This module is experimental and under active development and may have changes that aren’t backward compatible. Srikanth Potu is a Senior Consultant in EMEA, part of the Professional Services organization at Amazon Web Services. See the following admin user code: admin_secret_kms_key_options = KmsKeyOptions(.

Data Architecture 91

Data Architecture Cost-Benefit Experimentation Management 91

Occam's Razor

SEPTEMBER 13, 2016

Bonus #2: The Askers-Pukers Business Model. Hypothesis development and design of experimentation. Respondents included both in-house digital professionals and analysts (56%) and supply-side respondents, including agencies, consultants and vendors (44%)." Ok, maybe statistical modeling smells like an analytical skill.

Modeling 127

Modeling Reporting Strategy Consulting 127

O'Reilly on Data

JULY 25, 2023

I’m a professor who is interested in how we can use LLMs (Large Language Models) to teach programming. Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. Setting the Stage: Who Am I and What Am I Trying to Build? That is the basic premise of my project.

Consulting 246

Consulting Interactive Software IT 246

Occam's Razor

AUGUST 13, 2012

Yehoshua I've covered this topic in detail in this blog post: Multi-Channel Attribution: Definitions, Models and a Reality Check. I explain three different models (Online to Store, Across Multiple Devices, Across Digital Channels) and for each I've highlighted: 1. What's possible to measure.

Modeling 124

Modeling Metrics Data Quality Data-driven 124

DataKitchen

JANUARY 17, 2022

Testing and validating analytics took as long or longer than creating the analytics. The business analysts creating analytics use the process hub to calculate metrics, segment/filter lists, perform predictive modeling, “what if” analysis and other experimentation. QC is extraordinarily time-consuming unless it is automated.

Experimentation 130

Experimentation Data Lake Marketing Predictive Modeling 130

CIO Business Intelligence

DECEMBER 6, 2023

Some of the most vocal complaints about generative AI have come from authors and artists unhappy at having their work used to train large language models (LLMs) without permission. But these Guardian polls appear to have been published on Microsoft properties with millions of visitors by automated systems with no human approval required.

IT 127

IT Risk Management Interactive Modeling 127

Domino Data Lab

JULY 28, 2021

For companies creating models to scale, an enterprise Machine Learning Operation (MLOps) platform not only needs to support enterprise-grade development and production, it needs to follow the same standard process that data scientists use. Roles are assigned and work priorities are established before any research and development can begin.

Data Science 59

Data Science Enterprise Modeling Experimentation 59

Occam's Razor

MARCH 23, 2010

Part of it fueled by some Consultants. If I go to a conference and hear that doing test and control experiments is a great way to measure cannibalization by paid search links on well ranked organic keywords, then I can just run a small test myself and see if it works for me. Usually at least a test. Likely not.

Analytics 118

Analytics Consulting Metrics Experimentation 118

Occam's Razor

SEPTEMBER 15, 2014

Media-Mix Modeling/Experimentation. There are mobile app analytics solutions that also provide built in A/B testing and/or surveying capabilities and/or push notifications to individual users and/or capturing and analysis of personally identifiable information (PII) etc. I encourage you to use a consultant to help.

Metrics 141

Metrics Reporting Analytics Marketing 141

Occam's Razor

FEBRUARY 7, 2011

If you are a consultant then identifying opportunities is a smidgen harder, but you can use your experience with other clients to quantify value. The best option is to hire a statistician with experience in data modeling and forecasting. please refer to the controlled experimentation section, page 205, in the book for more. ."

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94

Occam's Razor

JANUARY 28, 2013

It shows the normal distribution of XS, S, L etc, but it also shows, how cool is this, the Model's size (S in this case), her height, bust, waist and hip size! You can't try the dress on, but this data helps you understand if it will look on you just like it does on the model. The model you see above just starts moving!

Marketing 164

Marketing Insurance Visualization IT 164

Occam's Razor

JANUARY 7, 2014

Consulting. Second… well there is no second, it is all about the big action and getting a big impact on your bottom-line from your big investment in analytics processes, consulting, people and tools. 5: 80% of your external consulting spend is focused super-hard analysis problems. #4: An Analysis Ninjas' work does.

Data-driven 140

Data-driven Consulting Reporting Marketing 140

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Abhijit Mazumder, CIO of Tata Consultancy Services, says, “Transformation priorities should fundamentally link to business priorities and what any respective organization is trying to achieve.

Digital Transformation 97

Digital Transformation Unstructured Data Strategy Experimentation 97

DataRobot

JUNE 2, 2021

A recent report by technology research and consulting firm Omdia, “Selecting an Enterprise MLOps Platform, 2021,” could not have been clearer when stating that “investing in MLOps will be necessary for companies that aim to transform their businesses by using AI technologies.” which will be available in just a few weeks.

Experimentation 52

Experimentation Machine Learning Reporting Modeling 52

CIO Business Intelligence

NOVEMBER 24, 2022

It’s possible that organizations in EMEA don’t have as many models for successful low-code/no-code implementation because EMEA organizations that have implemented it may not be seeing its biggest benefit,” the report says. He now offers independent consultations in his country where he has noticed that most people don’t know what it’s about.

IT 91

IT Cost-Benefit Consulting Software 91