Skip to content
‹ Back to IndustriesEducation Technology

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

As companies accelerate AI integration, many are failing to establish the governance frameworks necessary to manage ethical risks and stakeholder impact. EY's Ariadna Navarro argues that accountability must be built into AI adoption strategies from the outset, not treated as an afterthought. Without proper oversight structures, organizations expose themselves to significant operational, reputational, and regulatory consequences.

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

By Ariadna Navarro · · Ai EthicsArtificial IntelligenceBusiness EthicsBusiness Management
Share

Key takeaways

01

Rapid AI adoption often outpaces the development of governance and accountability frameworks.

02

Ethical consequences of AI must be proactively addressed, not reactively managed.

03

Businesses need structured oversight to protect stakeholders and ensure responsible AI use.

Free workspace

Turn your Education Technology expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

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.
— Ariadna Navarro, Chief Growth Officer at VSA Partners

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.”

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.

Your experts belong here

Every story in MarketScale Education Technology starts with a company putting its implementation leads, instructional designers, and district partners on the record. Buyers are already reading this topic. The only question is whose experts they find.

Procurement teams read long before they ever call, and your implementers get to answer their questions first.

Book DemoSee how it works15 minutes, straight to a calendar.

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.

B2B Weekly

The week in Education Technology, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Education Technology: are you visible to AI?

Before they reach out, Education Technology buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Education Technology expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your implementation leads, instructional designers, and district partners into the articles, video, and social content Education Technology buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

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

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Education Technology Insights

Qweebi, already in 5,200 schools, raises $500K to win US districts

Qweebi, already in 5,200 schools, raises $500K to win US districts

Qweebi, a browser-based engineering and robotics platform for grades 3 to 8, raised a $500,000 seed round led by Inflection Point Ventures. Its 5,200-plus US schools came largely through teacher sign-ups.

  • 01Listed project run times range from 2 hours to 4.5 hours, so the schedule a STEM coordinator plans around depends on which project is picked, not the 2–3 hour headline.

Nov 3, 2026

Ball State's 36 new Corsair PCs are built for esports and creative software

Ball State's 36 new Corsair PCs are built for esports and creative software

Corsair supplied Ball State University's Esports Center with 36 PCs, each with an Nvidia GeForce RTX 5070 Ti graphics card, 64 GB of memory and a 320 Hz display. The spec serves two kinds of users. Memory sized for Maya and Unreal Engine sits beside displays built for competitive play. Ball State says the upgrade gives students access to technology used in media production, animation and game development.

  • 01For a shared esports and media lab, let the heaviest course software set memory, and esports needs set the display and GPU.
  • 02Ball State expects its largest esports participation in 2026-27 since the program’s first year, and that count is the next test of demand.

Oct 31, 2026

More EdTech companies are changing hands, at lower prices

More EdTech companies are changing hands, at lower prices

Edtech acquisitions reached 149 through August 2026, with four months of the year still to go. In Berkery Noyes’ data, the median disclosed revenue multiple fell from 2.3x to 1.3x, though deals above $160 million carried a median 5.9x in its historical sample.

  • 01Corum Group counted 149 edtech acquisitions through August 2026, and Berkery Noyes’ data shows the median disclosed revenue multiple dropped from 2.3x in the second half of 2025 to 1.3x in the first half of 2026.
  • 02Only 9% of deals disclose terms, so the number to watch is whether disclosed deal value starts rising alongside deal count or stays near $6.5 billion.

Oct 30, 2026

Explore More Education Technology Insights

Read more expert perspectives from across Education Technology.

Browse Education Technology Hub

About the Expert

Ariadna Navarro
Ariadna Navarro

Partner at EY

Ariadna Navarro is a partner at EY focused on technology risk, AI governance, and digital transformation. She advises organizations on responsible AI adoption, ethical frameworks, and accountability structures. Her work spans multiple industries, helping businesses navigate the intersection of emerging technology and regulatory compliance.

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 Education Technology and beyond.

Book a Demo

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