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Merge pull request #49154 from wwlpublish/48b84702b248b5c94fb5cb586a660b73405d871db48282ff6e2674cf2c1a5f3e-live
Modules/M04-scale-ai
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learn-pr/wwl-data-ai/scale-ai/1-introduction.yml

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description: "Introduction"
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learn-pr/wwl-data-ai/scale-ai/includes/1-introduction.md

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In this context, automating two or three of your business processes isn't enough to keep your competitive edge. To stay relevant, organizations need to incorporate AI throughout the company. AI can power up every role and process in your business.
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This module prepares you to achieve meaningful AI adoption in sensible, strategical steps. Next, let’s look at some key factors that organizations need to consider as they evaluate and prioritize AI investments.
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This module prepares you to achieve meaningful AI adoption in sensible, strategical steps. So, let’s look at some key factors that organizations need to consider as they evaluate and prioritize AI investments.

learn-pr/wwl-data-ai/scale-ai/includes/2a-apply-horizon-framework.md

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Moving forward, we advise putting systemic processes in place to manage and evaluate value throughout the project lifecycle. We recommend taking an agile approach that happens in stages—after you invest in an initiative, evaluate the initial results. Then you can determine whether to continue, adjust your approach, or take another path. Continue to evaluate value at major milestones throughout the project.
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>[!TIP]
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>Take a moment to come up with some potential example investments for each of the 3 horizons. \
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>Take a moment to come up with some potential example investments for each of the 3 horizons.
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>![Photograph showing people working and talking around a table.](../media/2-reflection.jpg)
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Next, let’s take a look at the AI-related roles and responsibilities that should be established in every AI organization.

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