Digital Transformation Leadership
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Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes

Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes | Digital Transformation Leadership | Scoop.it
From futurism.com - July 6, 2025 6:00 AM
Companies that rushed to replace human labor with AI are now shelling out to have IRL workers to fix the technology's screwups.
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Digital Transformation Leadership
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Digital Transformation Leadership

A key resource on the dynamics of digital transformation for CDOs and other senior executives, looking into corporate culture, governance, leadership and management drivers
Curated by JC Gaillard
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Scooped by JC Gaillard
May 10, 12:45 AM
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Why 50% of GenAI Projects Fail — And How to Beat the Odds

Why 50% of GenAI Projects Fail — And How to Beat the Odds | Digital Transformation Leadership | Scoop.it
From www.gartner.com - May 10, 12:45 AM

Organizations that master these fundamentals turn pilots into production at twice the rate of those that don’t.

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May 8, 12:37 AM
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3 types of leaders that drive digital innovation

3 types of leaders that drive digital innovation | Digital Transformation Leadership | Scoop.it
From mitsloan.mit.edu - May 4, 1:33 PM
Organizations that succeed with digital innovation engage three types of leaders: initiative leaders, shared resource leaders, and portfolio leaders.
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May 3, 12:55 AM
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Agentic AI is reshaping business ecosystems — CIOs must choose their role carefully

Agentic AI is reshaping business ecosystems — CIOs must choose their role carefully | Digital Transformation Leadership | Scoop.it
From www.cio.com - May 2, 12:51 AM
Agentic AI isn’t just changing how systems operate; it redefines how value is created and who controls it.
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April 26, 1:24 AM
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Reimagining tech infrastructure for (and with) agentic AI

Reimagining tech infrastructure for (and with) agentic AI | Digital Transformation Leadership | Scoop.it
From www.mckinsey.com - April 26, 1:24 AM

Scaling agentic AI requires turning unstructured data into governed, reusable assets that systems can interpret and trust. Data leaders can start by building shared foundations and enforcing standards.

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April 19, 12:37 AM
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Is AI Delivering On Its Business Promise? A Reality Check For Leaders

Is AI Delivering On Its Business Promise? A Reality Check For Leaders | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 19, 12:37 AM

While AI has generated remarkable successes in specific applications, the broader transformation many organizations expected remains elusive. Understanding why some companies thrive with AI while others struggle reveals crucial insights for leaders navigating this complex landscape.

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April 17, 1:08 AM
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Rethinking Business Processes for the Age of AI

Rethinking Business Processes for the Age of AI | Digital Transformation Leadership | Scoop.it
From www.architectureandgovernance.com - April 13, 8:03 AM

With the emergence of agentic AI, the picture changes significantly, requiring a rethinking of the very essence of the concept of a “business process”—from a static, predefined set of steps to a dynamic, adaptive, and intelligent AI-first system.

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April 15, 1:16 AM
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Why Methodology, Not Technology, Is Hampering AI ROI

Why Methodology, Not Technology, Is Hampering AI ROI | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 15, 1:16 AM

Why is most AI producing almost nothing of value? The answer is less about the technology and more about how enterprises are deploying it. 

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April 13, 1:35 AM
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How To Build AI Agents Without Building Risk In The Enterprise

How To Build AI Agents Without Building Risk In The Enterprise | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 13, 1:35 AM

Enterprises deploying agents today can already meaningfully reduce risk by centralizing credential management, isolating execution environments and designing systems that explicitly account for prompt injection and model-driven attacks.​

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April 11, 1:21 AM
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The AI transformation manifesto

The AI transformation manifesto | Digital Transformation Leadership | Scoop.it
From www.mckinsey.com - April 11, 1:21 AM

Twelve themes separate companies that are truly rewired for AI from their peers.

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April 10, 12:52 AM
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How to accelerate AI transformation

How to accelerate AI transformation | Digital Transformation Leadership | Scoop.it
From mitsloan.mit.edu - April 8, 12:20 PM
As organizations deploy artificial intelligence more widely, routine tasks are being automated, and some work is shifting from people to AI systems. Yet, many firms are finding that the returns on their investments in such systems are elusive.
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April 8, 1:31 AM
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AI Debt: The Hidden Cost Of Unchecked AI Acceleration

AI Debt: The Hidden Cost Of Unchecked AI Acceleration | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 8, 1:31 AM

AI debt is an operational tax. What initially feels like momentum gradually reveals the cost over time with fragile releases, unpredictable performance, escalating maintenance costs and black-box systems.

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April 4, 1:11 AM
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The end of the org chart: Leadership in an agentic enterprise

The end of the org chart: Leadership in an agentic enterprise | Digital Transformation Leadership | Scoop.it
From www.cio.com - April 3, 1:09 AM
The old org chart is dying. Success now means learning to lead "agentic teammates" that handle the data grunt work so humans can focus on the big decisions.
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March 31, 1:44 AM
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Controlling AI agent costs before they spiral: A practical guide

Controlling AI agent costs before they spiral: A practical guide | Digital Transformation Leadership | Scoop.it
From www.informationweek.com - March 27, 3:35 PM
How to control AI agent costs across tokens, infrastructure and ops before unpredictable workflows push spending past the value they deliver.
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May 9, 1:19 AM
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How CIOs can manage LLM costs: A practical guide

How CIOs can manage LLM costs: A practical guide | Digital Transformation Leadership | Scoop.it
From www.informationweek.com - May 7, 3:54 PM
LLM costs can rise fast as enterprises scale AI. CIOs need tighter control over token usage, pricing volatility and prompt efficiency.
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May 5, 12:56 AM
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Where AI will create value—and where it won’t

Where AI will create value—and where it won’t | Digital Transformation Leadership | Scoop.it
From www.mckinsey.com - May 5, 12:56 AM

Using AI to boost productivity is unlikely to create a sustainable advantage. The real value from AI will lie in reshaping offerings, business models, and market structures before competitors do.

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May 1, 1:13 AM
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Beyond AI theatre: How to build the operating model for the intelligence era

Beyond AI theatre: How to build the operating model for the intelligence era | Digital Transformation Leadership | Scoop.it
From www.weforum.org - May 1, 1:13 AM

Organizations must transition from superficial AI experimentation towards integrated operating models that deliver measurable impact.

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April 25, 1:00 AM
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The AI architecture decision CIOs delay too long — and pay for later

The AI architecture decision CIOs delay too long — and pay for later | Digital Transformation Leadership | Scoop.it
From www.cio.com - April 25, 12:56 AM
Don't let early success blind you; if your AI's behavior is getting harder to explain, it is time to stop patching the old setup and fix the architecture.
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April 17, 1:17 AM
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Most organizations make a mess of handling digital disruption

Most organizations make a mess of handling digital disruption | Digital Transformation Leadership | Scoop.it
From www.itpro.com - April 14, 9:00 AM
Poor governance and a lack of collaboration with suppliers and partners can lead to disaster
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April 15, 1:39 AM
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Your AI Strategy Needs A Rebuild Before Agents Break It

Your AI Strategy Needs A Rebuild Before Agents Break It | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 15, 1:39 AM

Previous waves of digital transformation, like the arrival of computers, the internet and cloud, made it necessary to rebuild our technological foundations. And lots of organizations that didn’t realize this aren’t around today. Agentic AI has the potential to be as transformative as any of those, and just as likely to need a rethink from the ground up.

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April 14, 1:30 AM
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Recalibrating technology budgets for the AI era

Recalibrating technology budgets for the AI era | Digital Transformation Leadership | Scoop.it
From www.mckinsey.com - April 14, 1:30 AM

CIOs have long struggled to balance enterprise tech budgets—and big investments in AI are compounding the problem. Our research shows how they can reallocate expenditures to generate maximum growth.

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April 12, 1:10 AM
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The Five Stages Of Digital Maturity​: A Roadmap For Enterprise Leaders

The Five Stages Of Digital Maturity​: A Roadmap For Enterprise Leaders | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 12, 1:10 AM

​Across industries, CEOs, CIOs and other enterprise leaders are having the same conversation and asking the same question: “We want to adopt AI. Where do we begin?”​ ; It’s an important question, but it’s not the first question most of you should ask. The first question should be, “Are we ready?”​

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Scooped by JC Gaillard
April 11, 1:14 AM
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Four actions CIOs must take to turn innovation into impact

Four actions CIOs must take to turn innovation into impact | Digital Transformation Leadership | Scoop.it
From www.information-age.com - April 8, 10:16 AM
CIOs are facing unrealistic expectations. Here's what you need to do to make those digital improvements count in the next 18-24 months
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Scooped by JC Gaillard
April 8, 2:09 AM
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Enterprises are ‘paralyzed by a lack of understanding’ with AI adoption – and there's one key factor that decides success

Enterprises are ‘paralyzed by a lack of understanding’ with AI adoption – and there's one key factor that decides success | Digital Transformation Leadership | Scoop.it
From www.itpro.com - April 7, 6:31 AM

It's not the tech that's the problem, it's your business case, says Forrester

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Scooped by JC Gaillard
April 5, 1:31 AM
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Without controls, an AI agent can cost more than an employee

Without controls, an AI agent can cost more than an employee | Digital Transformation Leadership | Scoop.it
From www.cio.com - March 31, 11:48 AM
Podcast hosts talk about $300-per-day agents, and AI experts say that figure is realistic if IT teams don’t put limits on their use.
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April 2, 1:43 AM
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Why Culture Cracks During Digital Transformation

Why Culture Cracks During Digital Transformation | Digital Transformation Leadership | Scoop.it
From www.forbes.com - April 2, 1:43 AM

From the executive suite, transformation looks like progress. From the middle of the organization, it can feel like confusion and overload.

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