Most businesses treat AI as a tool you add on top of existing work. You keep doing your job the same way, but you occasionally ask ChatGPT to draft an email or summarise a document. Haynes Boone, a major US law firm, has taken a different approach. They treat working with generative AI as a core professional competency — as fundamental as legal research, client communication, or drafting contracts.
The firm does not just give its lawyers access to AI tools and hope they figure it out. It has built training programmes, assessment frameworks, and workflow integrations that make AI proficiency a standard part of being a lawyer. For Irish professional service businesses — accountants, solicitors, architects, engineers, and consultants — there are real lessons worth examining.
What Haynes Boone Actually Did
According to Ian Nelson of Hotshot, who documented the firm’s approach, Haynes Boone integrated AI training into its existing professional development structure. New hires learn how to use AI tools as part of their onboarding. Experienced lawyers receive ongoing training as the technology evolves. The firm evaluates AI proficiency the same way it evaluates other skills — through observed performance and peer review, not just ticking a box that says a training module was completed.
The key insight is that AI is not treated as a separate initiative with its own budget and targets. It is woven into how the firm operates. When a lawyer drafts a contract, they are expected to know whether AI can help with that specific task, what the risks are, and when it is better not to use AI at all. That judgment is treated as a professional skill, not a technical one. It is about knowing when to use the tool and when to rely on your own expertise.
Why Professional Firms in Ireland Should Follow Suit
Irish professional service firms face the same pressures as their US counterparts. Clients expect faster turnaround. Margins are under pressure from competition and rising costs. Junior staff spend too much time on repetitive document review and data entry. AI can help with all of these — but only if the firm invests in making AI proficiency a real part of how people work, rather than an optional extra that gets dropped when things get busy.
The mistake many Irish firms make is buying a ChatGPT subscription and leaving it at that. Without training, expectations, and accountability, the tool sits unused or is used poorly. A survey by the Law Society of Ireland found that while most solicitors’ firms have experimented with AI, only a minority have formal policies or training in place. That gap between experimentation and integration is where the competitive advantage lives.
Practical Steps for Irish Businesses
Start by identifying three tasks that take up significant staff time and are well-suited to AI: first-draft document generation, data extraction from standardised forms, and summarising lengthy reports or correspondence. For each task, define what good looks like, set clear expectations about review and verification, and assign someone to be the internal expert who keeps up with developments.
Second, build AI proficiency into your performance reviews. If a team member can demonstrate that using AI has made them faster or more accurate, that should be recognised and rewarded. If they are avoiding AI because they are unsure how to use it safely, that is a training gap, not a lack of effort. Address it with coaching, not criticism.
Third, create a simple policy document. It does not need to be long. It should cover which AI tools are approved, what data can be entered into them, and the mandatory review process before any AI-generated output is sent to a client or used in a decision. A one-page policy is better than no policy.
The Long View
Haynes Boone’s approach is not about replacing lawyers with AI. It is about making lawyers better with AI. The same principle applies to any Irish professional service business. The firms that treat AI as a core skill — not an optional extra or a passing trend — will be the ones that keep their best staff, win more work, and deliver better results for their clients. The firms that wait for AI to become easier on its own will be playing catch-up.