Skip to content
MarketScale
‹ Back to IndustriesSoftware & Technology

As Businesses Integrate AI, They Must Look Beyond Benefits and Toward Accountability and Ethical Consequences

As businesses accelerate AI adoption, EY's Ariadna Navarro argues that organizations must move beyond focusing solely on AI's benefits and actively address accountability, ethical consequences, and governance. Understanding AI's limitations is as important as leveraging its capabilities. A responsible AI framework requires deliberate oversight and ethical mandates built into deployment strategies.

This story was produced through MarketScale. See how Software & Technology teams put it to work with Executive Thought Leadership.

By Ariadna Navarro · Ai EthicsArtificial IntelligenceBusiness EthicsBusiness Management
Share

Key takeaways

01

AI is not a cure-all — businesses must understand both its strengths and its limitations before broad integration.

02

Ethical accountability must be embedded into AI strategies, not treated as an afterthought.

03

Organizations bear responsibility for the consequences of AI decisions, requiring clear governance frameworks.

As the modern business landscape continues to rapidly integrate AI, it’s imperative to approach its applications with a discerning eye. While the capabilities of AI are vast, it’s a myth to consider it a panacea; understanding its strengths and limitations is crucial. This is precisely where the ethical mandates around AI come into play, mandates that underscore the need to intertwine technology with responsibility.

Central to this are four pillars: transparency in AI applications, clear boundaries defining its use, human accountability over its decisions, and continuous education about its implications. These guiding principles ensure that businesses do not merely adopt AI as a tool but understand its profound impact on society. With evolving technologies, businesses can’t afford to be passive observers, placing the onus on governmental bodies; they must actively shape ethical practices to integrate AI. For insights on how firms can strategically integrate these values, Ariadna Navarro, Chief Growth Officer at VSA Partners, shares her expert perspective.

“AI, as we know, it has the power to disrupt absolutely everything. So, there is an urgency in thinking about the ethical mandates, not just after the fact or after it’s run its course. There’s a reason why business schools teach business ethics so that when you’re thinking about making money, you’re really thinking about the consequences of all of this.

The company’s creating, and I can’t wash their hands and say, oh, it’s the government’s responsibility to create guardrails. And the companies and individuals using it in their jobs really have to think about the consequences. So, we think about four when we think about our ethical mandates: transparency, boundaries, accountability, and education.

Transparency in how you’re using it. That means your clients need to know how it’s being used–if you’re creating intelligent data models, if you’re bringing it in your research. However you’re using AI, whatever business you’re in, be sure that you’re disclosing that.

Boundaries of what it can and cannot do. And we talk about this all the time, because it’s not the end-all-be-all solution to absolutely everything. So, know what it’s great at. And experiment with that and also know what you shouldn’t be using it for.

Accountability from humans, not AI. Like, what are the governance that you have in place? Are humans set up to review it? Do you have checks and balances? How are you really thinking about looking at the work before it goes out?

And then last but not least, education to empower employees to learn how to use the different platforms and also to really understand some of the consequences or the potential or that says it can have.”

Article written by Cara Schildmeyer.

Video TranscriptExpand ↓

Boundaries of what it can and cannot do. And we talk about this all the time because it's not the end all be all solution to absolutely everything. So know what it's great at and experiment with that and also know what it shouldn't. AI, as we know, it has the power to disrupt absolutely everything. So there is an urgency in thinking about the ethical mandates, not just after the fact or after it's run its course. There's a reason why business schools teach business ethics so that when you're thinking about making money, you're really thinking about the consequences of all of this. The company's creating, and I can't wash their hands and say, oh, it's the government's responsibility to create guard And the companies and individuals using it in their jobs really have to think about the consequences. So we think about four when we think about our ethical mandates, transparency, boundaries, accountability, and education, transparency, and how you're using it. That means your clients need to know how it's being used. If you're creating intelligent data models, if you're bringing it in your research, however you're using AI, whatever business you're in, be sure that you're disclosing that. Boundaries of what it can and cannot do. And we talk about this all the time because it's not the end all be all solution to absolutely everything. So know what it's great at. And experiment with that and also know what it shouldn't you shouldn't be using it for. Acannability from humans, not AI. Like, what are the governance that you have in place, are humans set up to review it, do you have checks and balances? How are you really thinking about looking at the work before it goes out? And then last but not least, education to empower employees to learn how to use the different platforms and also to really understand some of the consequences or the potential or that says it can have.

About the author

Ariadna Navarro
Ariadna NavarroChief Growth Officer

Ariadna helps clients identify and unlock growth potential by connecting business strategy to brand and experience strategy as a way to relentlessly and cohesively deploy a company’s ambition. As Chief Growth Officer, she leads strategy, client engagement and business development. Acknowledging the connective tissue between what a brand is and what a brand does allows her to have a unique perspective on where markets are going, what clients need and how a brand can find a moment of differentiation in crowded markets.

Software & Technology: are you visible to AI?

Before they reach out, Software & Technology buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one expert. Imagine publishing your whole team.

This article was produced through MarketScale. Create a free workspace and turn your own team's expertise into articles, video, and social posts. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Software & Technology Insights

Apple Just Reclaimed the World's Most Valuable Company Title From Nvidia. Here Is What the Tech Rotation Means for Enterprise Strategy.

Apple Just Reclaimed the World's Most Valuable Company Title From Nvidia. Here Is What the Tech Rotation Means for Enterprise Strategy.

Apple has overtaken Nvidia to become the world's most valuable company, valued at $4.91 trillion, due to a shift in tech investments towards its ecosystem. This change underscores a longer-term preference for stable ecosystems over AI infrastructure in enterprise strategies.

  • 01Apple is valued at $4.91 trillion, surpassing Nvidia.
  • 02Investment is shifting from AI infrastructure to durable technology ecosystems.
  • 03Enterprise strategies may need to focus more on stable technology ecosystems.

Jul 17, 2026

Databricks raises $3 billion at $188 billion valuation, with Coatue leading its second round of 2026

Databricks raises $3 billion at $188 billion valuation, with Coatue leading its second round of 2026

Databricks has raised $3 billion in a funding round led by Coatue, increasing its valuation to $188 billion. This marks a 40% increase from its previous valuation of $134 billion just months ago. The funding is intended for acquisitions and further expansion of its AI platform.

  • 01Databricks raised $3 billion led by Coatue, reaching a new valuation of $188 billion.
  • 02The company's valuation rose by 40% from $134 billion in a few months.
  • 03The funds will be used for acquisitions and expanding Databricks' AI platform.

Jul 17, 2026

Enterprise AI adoption is surging, but workforce readiness is sliding backward

Enterprise AI adoption is surging, but workforce readiness is sliding backward

AI integration is widespread in enterprises, with 57% reporting its use in operations. However, there is a decline in both workforce confidence and the achievement of business goals. There is a need for companies to address underlying issues affecting these areas.

  • 01AI is integrated into 57% of enterprises.
  • 02Workforce confidence is decreasing despite high AI adoption.
  • 03Business goal attainment is not improving with AI use.

Jul 17, 2026

Explore More Software & Technology Insights

Read more expert perspectives from across Software & Technology.

Browse Software & Technology Hub

About the Expert

Ariadna Navarro
Ariadna Navarro

Partner, Consulting at EY

Ariadna Navarro is a consulting partner at EY with a focus on digital transformation, artificial intelligence, and responsible technology adoption. She advises businesses on integrating emerging technologies while addressing ethical considerations and governance frameworks. Her work spans strategy, innovation, and the responsible deployment of AI across industries.

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Software & Technology and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512