Skip to content
All insights

Uneven board-level AI adoption: the signal for industrial leaders

A Deloitte study reports uneven AI use in boards, highlighting governance, confidentiality and competitiveness risks for industrial organisations.

Reading note · service businesses

Give leadership a view of AI usage.

Which uses could affect deliverable quality, client data or an important decision?

Illustrative situation

Teams adopt tools separately. An initial view of usage helps assign owners and approval points without assuming every use presents the same risk.

A first investigation

List uses, purposes and owners; refer legal or technical questions to the relevant specialists.

The article below retains its original sector and sources. This note offers questions to investigate, not measured client results.

In this article

Analysed source: www.lemagit.fr. A Deloitte study reported by LeMagIT shows that AI use in boards remains uneven. Leaders encourage teams to adopt AI but struggle to integrate it safely and systematically themselves. Industrial leaders need to reconsider AI governance to control legal risks and preserve competitiveness.

Uneven board-level AI use hinders strategic decisions

The study indicates that many boards discourage AI use, while others accept it without standardised frameworks or usage rules. This fragmentation creates a gap between innovation ambitions and the ability to use algorithms reliably. explore governance and risk.

Legal and confidentiality risks from weak governance

Without a clearly defined framework, AI-assisted decisions may be challenged, particularly regarding sensitive-data protection and legal compliance. Exposed boards face greater responsibility, potentially leading to costly litigation or lost stakeholder trust. explore industrial performance.

Training and oversight: current practices and needs

A majority of boards have organised information or training sessions for directors in recent months, but the transition from awareness to practical application remains incomplete. Targeted support is needed to turn knowledge into operational practices.

Practical consequences for manufacturers

As manufacturers seek to optimise production chains, limited strategic understanding of AI may slow automation, increase compliance costs and hinder access to digital-transformation funding. A board lacking AI understanding risks underusing potential efficiency gains.

Hypothetical scenario: an AI-assisted investment decision

Imagine a mid-market mechanical-parts manufacturer considering predictive maintenance. Its executive committee consults an internal AI model to estimate return on investment. Without usage rules, incomplete data lead to an overestimated gain. The board commits substantial capital before discovering performance is far below forecasts, causing production delays and budget overruns.

An operational roadmap for industrial leaders

  • Establish an AI-governance framework with security, confidentiality and validation criteria.
  • Appoint a board-level AI owner to arbitrate each use.
  • Provide targeted director training, building on existing sessions.
  • Audit existing models for dataset quality and completeness.
  • Use company-approved AI tools before making strategic decisions.

These measures help leaders reduce legal risks, secure data and realise innovation potential. Request a free AI-governance assessment to develop a roadmap for your organisation.

Leadership decisions for this week

  • Decide which business flow to prioritise.
  • Balance visibility, margin and internal capacity.
  • Define a measurable scope before any pilot.
  • Protect data and responsibilities.
  • Measure impact against milestones set before the pilot.

Further reading

These articles explore the same business decision from complementary perspectives.

Source : www.lemagit.frView source

Share this article

Current offers: the introductory 60-minute conversation is free. The Strategic AI Audit is €5,000 excl. tax; it is separate from historic assessment offers.

From ideas to action

Does this concern your business?

A 60-minute conversation to understand your situation and the next step.

Let’s talk