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![levie Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::914061.png) Aaron Levie [@levie](/creator/twitter/levie) on x 2.5M followers
Created: 2025-07-09 03:29:55 UTC

There’s such a clear opportunity for IT, engineering, or operations people to help companies go AI-first right now if they both understand the workflows of the organization and what’s possible with AI Agents.

AI is going to continue to advance at a rate that far exceeds most organizations’ ability to adopt all of the latest technology when it comes out. This will only continue to increase as breakthrouhs keep coming from AI labs at a faster pace. 

Like it or not, the long pole in the tent on transforming workflows with AI will be the pace that change management can happen. Asking questions and getting answers back in an AI chat doesn’t require much change management. 

But adjusting an entire workflow to deploy AI Agents in the background to help do real extensive work fundamentally requires quite a bit more education, hand holding, and technical integration.

And doing change management amidst a rapidly evolving space is even more complicated - one day a user will try to automate a workflow with AI and it won’t work, but X months later all of a sudden it’s possible. 

The people in the trenches that can help align what’s possible with AI and the individual workflows in an organization are going to have a huge advantage right now and going forward. The companies that do this early will learn faster and develop much more muscle in the process.


XXXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1942788277553291481/c:line.svg)

**Related Topics**
[stocks technology](/topic/stocks-technology)
[coins ai agents](/topic/coins-ai-agents)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/levie/status/1942788277553291481)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

levie Avatar Aaron Levie @levie on x 2.5M followers Created: 2025-07-09 03:29:55 UTC

There’s such a clear opportunity for IT, engineering, or operations people to help companies go AI-first right now if they both understand the workflows of the organization and what’s possible with AI Agents.

AI is going to continue to advance at a rate that far exceeds most organizations’ ability to adopt all of the latest technology when it comes out. This will only continue to increase as breakthrouhs keep coming from AI labs at a faster pace.

Like it or not, the long pole in the tent on transforming workflows with AI will be the pace that change management can happen. Asking questions and getting answers back in an AI chat doesn’t require much change management.

But adjusting an entire workflow to deploy AI Agents in the background to help do real extensive work fundamentally requires quite a bit more education, hand holding, and technical integration.

And doing change management amidst a rapidly evolving space is even more complicated - one day a user will try to automate a workflow with AI and it won’t work, but X months later all of a sudden it’s possible.

The people in the trenches that can help align what’s possible with AI and the individual workflows in an organization are going to have a huge advantage right now and going forward. The companies that do this early will learn faster and develop much more muscle in the process.

XXXXXXX engagements

Engagements Line Chart

Related Topics stocks technology coins ai agents coins ai

Post Link

post/tweet::1942788277553291481
/post/tweet::1942788277553291481