Brian O'Neill – Medium

Brian O'Neill

15 Ways to Increase User Adoption of Data Products (Without Handcuffs, Threats and Mandates)

You probably rock at building enterprise ML and analytics applications, software products, and dashboards—but if buyers, stakeholders, and…

Nov 8, 2023

15 Ways to Increase User Adoption of Data Products (Without Handcuffs, Threats and Mandates)

Nov 8, 2023

What was wrong with this founder’s SAAS Analytics UI?

Aug 31, 2023

What was wrong with this founder’s SAAS Analytics UI?

Aug 31, 2023

10 reasons your customers/stakeholders don’t make time for your data science and analytics…

If you’re running an internal enterprise data science or analytics team, and you can’t get the time of your stakeholders and business…

Apr 5, 2023

10 reasons your customers/stakeholders don’t make time for your data science and analytics…

Apr 5, 2023

Why you need to stop saying yes when they ask, “can you build us a dashboard that shows this data?”

If there’s one thing I see a lot of in my work, it’s dashboards.

Feb 14, 2022

Why you need to stop saying yes when they ask, “can you build us a dashboard that shows this data?”

Feb 14, 2022

Published in
TDS Archive

2022 Predictions for Data Products

Jan 3, 2022

2022 Predictions for Data Products

Jan 3, 2022

Published in
TDS Archive

MVPs: The Slow, Expensive Way to Build Data Products?

Jul 21, 2021

MVPs: The Slow, Expensive Way to Build Data Products?

Jul 21, 2021

Published in
TDS Archive

10 challenges internal data leaders will face creating a revenue-generating data product

Jul 6, 2021

10 challenges internal data leaders will face creating a revenue-generating data product

Jul 6, 2021

Published in
Bootcamp

Why software teams need to look beyond “user-centered” when referring to ML or AI-driven data…

As a designer, I used to say “user-centered”—a lot. It’s terminology we now hear from non-designers now, people like many of you.

Jun 24, 2021

Why software teams need to look beyond “user-centered” when referring to ML or AI-driven data…

Jun 24, 2021

Published in
Bootcamp

Heads vs. hands

If you’re struggling to solve human problems with data, the mindset of your analytics org may be the problem.

Mar 18, 2021

Heads vs. hands

Mar 18, 2021

Published in
TDS Archive

How to get 1x1 access to users of enterprise data products—when your own company is in the way

Are you a leader in charge of creating innovative ML and analytics solutions within a very large enterprise organization?

Dec 21, 2020

How to get 1x1 access to users of enterprise data products—when your own company is in the way

Dec 21, 2020

AI / Product Management / UX Design Predictions for 2021

I’m not putting out a long list of 2021 predictions, but I have a couple that I will mention to you that are on my radar. First,

Dec 17, 2020

AI / Product Management / UX Design Predictions for 2021

Dec 17, 2020

What’s Wrong with Spotify’s Analytics Emails (a Design/UI/UX Audit)

Today, I’m sharing my impressions of one of Spotify’s analytics touchpoints — a monthly email I receive with a boatload of design choices…

Oct 1, 2020

What’s Wrong with Spotify’s Analytics Emails (a Design/UI/UX Audit)

Oct 1, 2020

Re: Your “Home Depot” Approach to AI/ML

Sorry, returns not accepted.

Sep 25, 2020

Re: Your “Home Depot” Approach to AI/ML

Sep 25, 2020

Better data visualization won’t convince me when to play ⚽️ again

Presenting data and evidence isn’t the same thing as providing indispensable decision support, especially when your insights are…

Sep 14, 2020

Better data visualization won’t convince me when to play ⚽️ again

Sep 14, 2020

(8) reasons why data visualization training for your BI team may not increase analytics adoption

Customers want simple, well-designed decision support tools and UX’s that are actionable. Businesses want to see value from data and…

Jul 22, 2020

(8) reasons why data visualization training for your BI team may not increase analytics adoption

Jul 22, 2020

Published in
TDS Archive

Humans — The Weak Link in your ML/AI Strategy?

In many cases, machine learning needs to be deployed to augment human decision making, not automate it. What are you doing to account for…

Jun 24, 2020

Humans — The Weak Link in your ML/AI Strategy?

Jun 24, 2020

My Too-White Data Podcast Looks ~Like This: 🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲👩‍🦰👨🏾

Self-reflecting on #BLM, the makeup of my podcast guests to date, racism, and the responsibilities of consultants with platforms and…

Jun 12, 2020

My Too-White Data Podcast Looks ~Like This: 🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲🧑‍🦲👩‍🦰👨🏾

Jun 12, 2020

Published in
TDS Archive

A UI Design Audit of MITRE’s Covid-19 Decision Support Dashboard

I performed a rapid UI/UX and data visualization audit on the MITRE Covid-19 Healthcare Coalition Decision Support Dashboard. Watch it…

May 29, 2020

A UI Design Audit of MITRE’s Covid-19 Decision Support Dashboard

May 29, 2020

Published in
TDS Archive

$1M spent on a predictive model/data science w/ $0 value and no user engagement?

How to avoid spending 6–8 months on a technically right, effectively wrong model.

May 21, 2020

$1M spent on a predictive model/data science w/ $0 value and no user engagement?

May 21, 2020

(6) Ways to Sanitize Your Data Product, Dashboard Visuals or Analytics due to Covid-19

Covid-19 presents a major disruption to our lives and businesses. However, sanitizing your hands isn’t the only thing you data leaders…

May 12, 2020

(6) Ways to Sanitize Your Data Product, Dashboard Visuals or Analytics due to Covid-19

May 12, 2020

Brian O'Neill

Brian O'Neill

Brian T. O’Neill is a consulting product designer who helps companies create innovative ML and analytics solutions. Host of Experiencing Data podcast. #UX

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