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AI brings a whole new dimension to the challenge of organizational transformation

3 min read

Embracing new technology is always a difficult challenge for large organizations. Generative AI presents yet another hurdle that companies must overcome.

With AI pushing businesses to change how they operate, it’s crucial to address the technical and human aspects of this transformation. Failing to do so could mean missed opportunities and wasted investments.

AI is a whole new way of working

Generative AI is unlike any previous technological shifts we’ve seen in corporations. The PC revolutionized workplaces with word processors and spreadsheets, while the internet transformed communication. However, AI could surpass these impacts.

AI reduces the cost of expertise, making it a game-changer. Karim Lakhani from Harvard explains, “The internet era lowered the cost of information transmission…but AI lowers the cost of expertise.” This means rethinking the role of computing in organizations fundamentally.

Box CEO Aaron Levie views it as the first time computers are making judgment decisions. He states, “They’re assessing information and working through our data in ways like a human would.” Companies must now develop new frameworks for this evolving tech.

Is this thing working?

A significant issue with AI in workplaces is determining its actual impact on productivity. There’s no direct way to connect generative AI capabilities to increased productivity, leading to skepticism among employees.

At the same time, some workers demand these new tools, adding to organizational stress. This tension makes it challenging for managers to implement AI effectively.

Jamin Ball from Altimeter Capital believes that not adopting AI could lead to significant losses. “AI is a massive platform shift. By NOT adopting it, you risk losing market share,” he wrote in one of his newsletters.

The importance of executive buy-in

Getting support from the top has always been crucial for any digital transformation effort. AI is no different.

Lakhani states that AI doesn’t require complex technical explanations for CEOs to see its value. This ease of understanding can drive rapid adoption within organizations.

Vendors must show clear value to overcome people’s resistance. They need to explain how AI solutions can genuinely benefit the organization.

Managing the people problem

Implementing new technology involves more than just technical challenges; it’s also about managing people. Change management is crucial for success.

Rita Sallam from Gartner compares the AI shift to the early days of word processors, which transformed how people worked. The current AI revolution could unlock a new era of innovation, even if it’s hard to measure directly.

Organizations must create incentives for their employees, especially those resistant to change. Without this, even the best AI solutions might fail.

Different levels of readiness

Organizations have varying degrees of maturity and technological readiness. This disparity makes AI implementation challenging.

Lakhani warns that failing to cater to different readiness levels can lead to failure. Companies must assess their own technological landscape before diving into AI.

In summary, AI is set to test organizational flexibility more than any previous technology, and the stakes are high.

Substantive risks and rewards

The potential rewards of adopting AI are enormous. However, so are the risks.

Organizations must focus not just on the tech but also on the end goal: improving business processes and outcomes. This dual focus is essential for successful AI adoption.

People are messy, and managing the human element of this transformation will be critical.

AI and the future of work

AI is changing the nature of work itself. Workers and managers alike must adapt.

Those who successfully integrate AI will gain a competitive advantage. However, this requires careful planning and execution.

In the end, AI could redefine the workplace, but only if organizations handle the transition effectively.


AI offers transformative potential, but it comes with significant challenges. Organizations must carefully balance the technical and human elements.

Successfully navigating this transformation will be crucial for future competitiveness. Businesses must embrace AI thoughtfully to realize its benefits.

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