Skip to content

15 February, 2026

  • Saved Articles
  • My Account
  • Subscribe
  • Log In
  • Log Out

Board Agenda

  • Governance
  • Strategy
  • Risk
  • Ethics
  • News
  • Insight
    • Categories

      • View all
      • Governance
      • Strategy
      • Risk
      • Ethics
      • Board Expertise
      • finance
      • Technology
    • board decisions

      How to take decisions in uncertain times

      Instability is no longer a temporary disruption but a permanent state, so boards must govern...

      ethnic diversity FTSE 350

      Are US anti-DEI policies affecting global boards?

      Chairs must be alert to the issues raised by a shifting picture in diversity, equity...

      mindset

      Transformation begins with board mindset

      Boards cannot lead meaningful change without being prepared to examine and adjust how they think,...

  • Comment
      • View all
    • mindset

      Transformation begins with board mindset

      Boards cannot lead meaningful change without being prepared to examine and adjust how they think,...

      growth in a volatile year

      5 strategies for growth in a volatile year

      A survey of the C-suite in Europe reveals the practical and pragmatic approaches being taken...

      audit reform

      This is the worst time to abandon audit reform

      High-quality audit, accurate corporate reporting and strong governance give investors confidence and help companies operate...

  • Interviews
      • View All Interviews
      • Podcasts
      • Webinars
    • ethnic diversity FTSE 350

      Are US anti-DEI policies affecting global boards?

      Chairs must be alert to the issues raised by a shifting picture in diversity, equity...

      2026 OUTLOOK

      Are you ready for 2026?

      Buckle up: it looks like boards are in for a turbulent time. We interviewed key...

      sustainability report audit

      Thinking of sidelining sustainability? Think again

      Boards that embed sustainability into strategy will be ready to face today’s complex environment, the...

  • Board Careers
      • View All
    • female CEO

      Number of women in leadership stays unchanged

      In 2021, there were only eight female CEOs in the FTSE 100—a figure that is...

      female NED

      UK female non-executives earn £73k less than male NEDs

      Although the UK’s average gender pay gap on boards is shrinking, it is still one...

      directors duties

      3 top tips on directors’ duties

      When directors fall short of their responsibilities, the consequences can be devastating. How can board...

  • Resource Centre
      • White Paper Downloads
      • Book Reviews
      • Board Advisory & Corporate Services
    • Governance Outlook 2026: Governance in transition across Asia-Pacific

      Diligent partnered with the Governance Institute of Australia and the Singapore Institute of Directors for...

      Allianz Risk Barometer 2026

      Allianz Risk Barometer 2026

      For this report, Allianz sought the views of 3,338 respondents from 97 countries and territories,...

      forvis mazars ceo 2026

      C-suite barometer: outlook 2026

      Forvis Mazars collected the views of more than 3,000 C-suite executives across 40 countries, for...

  • Events
  • Search by topic
    • Governance
    • Strategy
    • Risk
    • Ethics
    • Regulation
    • ESG
    • Investor Relations
    • Careers
    • Board Expertise
    • finance
    • Technology

How to make AI pay its way

by Raoul-Gabriel Urma

Boards that monitor both AI training and adoption will find that a healthy return on financial investment will follow.

ai

Image: Andrey Suslov/Shutterstock.com

Favorite

Corporate investments in AI are soaring, and with it, a heightened demand for a return on investment (ROI) in AI is growing throughout boardrooms worldwide. It’s anticipated that investments in genAI will increase 60% by 2027 (BCG).

Despite their eagerness to sink millions of dollars into the next best enterprise AI tool, for many businesses, any real return on value remains out of reach. Just 25% of C-suite executives say they’ve seen significant value from AI, according to Boston Consulting Group, while less than half of businesses say they’re yet to see any positive ROI.

This doesn’t stem from the shortcomings of any one AI tool. The issue is that too many businesses are viewing corporate AI strategies through the narrow lens of tech investment, and the capabilities of the tech that’s been invested in. Meanwhile, the other core driver of ROI goes forgotten: their people.

People power

Investing in AI without investing in your people first is like trying to build a skyscraper without laying a solid foundation. The building might look shiny and impressive at first but, if it is built on shaky ground, it will soon crumple.

Investing in AI without investing in your people first is like trying to build a skyscraper without laying a solid foundation: it will soon crumple.

It’s time for company culture to be brought to the forefront of discussions around AI in the workplace. AI must be embedded into company operations, and enabling people—equipping staff with the skills, knowledge and support they need to use AI—must become a strategic priority. Otherwise, AI uptake among employees will remain low, results will be limited, and ROI will remain a distant and unattainable goal.

Change starts from the top down, so boards have a critical role to play in achieving this. They must become champions of an AI-first company culture. And as part of the process, I want to see boards make AI training and adoption metrics a core part of their oversight.

This will equip them with the insight needed to push for targeted AI upskilling initiatives, identify areas where AI is best serving employees and divert investment accordingly, ensuring that senior leaders take on a leading role in building AI usership into the company culture.

ROI and adoption of AI go hand in hand. It might sound obvious, but unless employees are actually using AI on a regular basis, the AI tools will never fully prove their worth—and cost savings, revenue increases, and increased customer satisfaction will remain out of reach.

Measure for measure

One of the most crucial metrics boards need sight of is the rate of AI adoption and usage across the business. Boards must push for regular, organisation-wide reporting on AI adoption metrics, and this must span beyond surface-level insight into which employees and departments have access to tools.

ROI and adoption of AI go hand in hand.

The most useful adoption metrics will provide insight on who is using AI on a role, department, and seniority basis, and how regularly it’s used. But they will also shine a light on how effectively AI is being used—whether it’s being incorporated into the decision-making process, and whether it’s improving results or reducing the time taken. Tracking AI usage through workplace analytics tools is a quick and simple way to gain oversight on the rate of adoption and usage.

But employees can’t just be expected to use AI—they must feel able and empowered to do so. That means ensuring all employees, across all departments, receive foundational AI training.

Boards must push for clear metrics on AI training, including who has been trained, how recently, and to what depth. They should also track employee confidence, attitudes toward AI, and how effectively it is being used across the organisation.

Boards can’t afford to treat AI as just another tech spend.

Combining this data with adoption metrics will give boards a clear view of whether upskilling and training initiatives are increasing the rate of AI adoption throughout the business. And understanding how employees feel about AI—whether they’re confident using it, and whether they think it is improving their work or not—will also help boards to identify where extra support or training is needed.

Lead by example

This focus on confidence and capability must also extend to management and senior leadership. Company-wide AI rollout will be most successful if managers and executives can lead by example, confidently and actively building AI into their own workflows. But to achieve this, boards should push for C-suite executives and leaders to receive the same level of training as their teams.

Boards can’t afford to treat AI as just another tech spend. Boards must push for AI to be embedded into the foundations of the business, but that can only happen with proper training, support and visible leadership.

A successful, value-driving AI strategy will involve clear oversight of who is using AI, how often, and how confidently. Without these metrics, businesses risk letting their expensive tools gather dust. AI success can’t be built on shaky ground. Boards must first lay the foundation of an AI-literate workforce—or risk seeing their investment collapse around them.

Raoul-Gabriel Urma is an edtech entrepreneur, author and founder of education technology company Cambridge Spark.

  • Facebook
  • Twitter
  • Google+
  • LinkedIn
  • Mail

Related Posts

  • AI ‘could increase directors’ liabilities’
    March 14, 2025
    boardroom ai

    There are risks as well as benefits to having more relevant data available in real time, according to a panel of experts.

  • Digital transformation: Get the basics right
    March 2, 2023
    digital transformation

    Board involvement at the get-go will boost the chances of a successful digital transformation for the business.

  • Every board needs a STEM professional
    November 7, 2022
    STEM professional

    With technology an intrinsic part of industry, making properly informed decisions at the top level is crucial.

  • Call to upgrade governance of AI technology
    October 9, 2024
    AI governance

    ‘Boards must strengthen oversight and deepen insight,’ says the US National Association of Corporate Directors.

Search


Follow Us

Most Popular

Featured Resources

wef global risks 2025

The Global Risks Report 2025

The 20th edition of the Global Risks Report reveals an increasingly fractured global...
Supply chain management cover

Strategic Oversight in Supply Chain Management: A Guide for Corporate Boards 2025

Supply chains have become complex, interdependent and opaque and—according to research...
OB-Cyber-Security

Cyber Security: What Boards Need to Know

Maintaining firewalls, protecting servers and filtering malicious emails rarely make...

C-suite barometer: outlook 2025 - UK insights

Forvis Mazars draws UK insights from its global study and looks at UK executives’...

The IA’S Principles Of Remuneration 2024 2025

This guidance from the Investment Association is aimed at assisting remuneration...
Diligent 2024 leadership tech cover

Leadership, decision-making & the role of technology: Business survey 2024

This research report by Board Agenda and Diligent sheds light on how board directors...

Director Reference Guide: Navigating Conflict in the Boardroom

The 'Director Reference Guide' on navigating conflict in the boardroom provides practical...
Nasdaq 2024 governance report cover

Nasdaq 2024 Global Governance Pulse

This Nasdaq survey gathered data from more than 870 board members, executives, and...

Becoming a non-executive director (4th edition)

Board composition is the subject of much debate, while the role of the non-executive...
art & science brainloop new cover

The Art & Science of Creating an Effective Board

Boards are coming under more scrutiny and pressure than ever before from regulators,...
SAA First time NED guide

First Time Guide for Non-Executive Directors

The role of the non-executive director has never been more vital: to advise, support,...

SUBSCRIBE TODAY

Stay current with a wide-ranging source of governance news and intelligence and apply the latest thinking to your boardroom challenges. Subscribe


  • Editors & Contributors
  • Editorial Advisory Board
  • Board Advisory & Corporate Services
  • Media Marketing Solutions
  • Contact Us
  • About Us
  • Board Director Network
  • Terms & Conditions
  • Privacy Policy
  • Cookies

Copyright © 2026 Questor Media Group Ltd.

  • Terms & Conditions
  • Privacy Policy