About This Phase

Organization at this phase are aspiring to implement AI in their work, and are actively exploring how to make it a reality.

You may be asking questions like:

• Our organization embraces tech, but we don’t yet feel AI fluent. How do we build up our muscle for data and AI?
• We have some ideas for how to use AI to advance our impact, but how do we move forward while ensuring they’re truly rooted in user needs?
• We have an idea for what we want to do, but aren’t sure if we have the right data, enough data, or quality enough data?
• We’ve narrowed down to a specific solution, but don’t know if we’re planning appropriately. What do we need to be thinking about?

Modules

We think of Exploration as encompassing the following steps. Depending on where you’re organization is coming in at, you may want to start at the very beginning with Problem Definition!

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Problem Definition

How can we ensure that we're pursuing solutions that are deeply rooted in the problem at hand, taking a people-first rather than a tech-first approach?

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Build Vs. Buy

How do we navigate the decision to build something custom vs. leverage an off-the-shelf solution?

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Data Readiness

How do we think about the data we have or still need, the quality of that data, and the infrastructure required to support a safe and successful implementation?

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AI Project Planning

From budgeting to building the right team to assessing potential risks, how do we go about planning an AI project?

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Exploration Resources

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Other AI Journey Phases

<aside> <img src="/icons/thought-dialogue_gray.svg" alt="/icons/thought-dialogue_gray.svg" width="40px" /> 1. CURIOUSITY

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<aside> <img src="/icons/departures_gray.svg" alt="/icons/departures_gray.svg" width="40px" /> 3. ADOPTION

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<aside> <img src="/icons/chart-line_gray.svg" alt="/icons/chart-line_gray.svg" width="40px" /> 4. IMPACT

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About PJMF

The Patrick J. McGovern Foundation (PJMF) is a global, 21st century philanthropy committed to bridging the frontiers of artificial intelligence, data science, and social impact.