AI and legal technology integration demands new talent approaches for law firms and legal departments

By Jamy Sullivan, JD, Executive Director, Legal Practice Group, Robert Half

AI and legal technology adoption are accelerating across the profession. Workforce readiness is not.

Tools powered by AI and automation are transforming how work gets done across legal departments and law firms. According to Robert Half’s latest Demand for Skilled Talent report, AI and legal technology integration is a top strategic priority for 2026. At the same time, 95% of legal department leaders and 85% of law firm leaders report their teams are already using or implementing AI-enabled software, while 89% are increasing their investment in AI tools. However, research also shows these leaders are challenged with skills shortages and resource constraints to support these priorities.

Technology spending is rising quickly. Workforce capability is not keeping pace. The gap between the two is where competitive advantage will be won or lost.

AI and legal tech integration: Why the right talent is more important than ever

Why the right talent matters more than ever
The critical demand for hybrid and governance talent
Why legal operations are central to technology integration
Bridging skills gaps in AI and legal technology integration
The path forward

Why the right talent matters more than ever

As legal teams move from experimentation to full-scale AI integration, leaders are confronting a clear reality: implementing AI and legal technology without the right talent does not lead to greater productivity. It creates operational risk.

Seventy-nine percent of legal leaders say there is a skills gap within their department, and 80% say its impact has become more apparent over the past year. Across both law firms and legal departments, legal technology proficiency including AI tools, eDiscovery, CLM and matter management systems ranks among the most significant skills gap.

Meanwhile, 66% of law firm leaders and 53% of legal department leaders say their teams lack sufficient legal tools and tech to do their jobs efficiently, and half of teams already report burnout from heavy workloads.

The message is clear: investment in legal tech must be matched by investment in people.

The critical demand for hybrid and governance talent

The future of AI for legal work depends on professionals who can bridge law and technology. That includes attorneys and legal professionals who understand data analytics, workflow automation and machine learning for legal teams, as well as specialists focused on AI governance.

AI governance is emerging as one of the most important new specialties within AI and legal strategy. As organizations deploy new tools, they must also establish oversight frameworks, bias review protocols, data integrity standards and accountability structures. Talent capable of managing risk, compliance and responsible use of AI and legal technology is increasingly essential.

Legal leaders cannot assume their team has the technical proficiency needed today. Identifying skills gaps requires a deliberate approach that includes:

Assessing current use of legal technology

Mapping required competencies for each role

Benchmarking team capabilities against future tech implementation goals

Evaluating governance readiness alongside technical adoption

This is not simply a training exercise, but a workforce planning strategy and an investment in your employees.

Why legal operations are central to technology integration

Successful technology integration in law firms and legal departments rarely happens in isolation. Legal operations play a pivotal role in planning and integrating these tools, including vendor selection, budgeting, change management and ROI measurement. A skilled legal operations leader ensures that legal technology integration aligns with business priorities and that tools are adopted effectively across teams.

Without strong legal operations leadership, even well-funded AI integration efforts can stall.

A graphic explaining AI and legal technology implementation

Title of infographic: AI + legal tech implementation: A top priority for 2026 Subhead: Law firms and corporate legal departments are implementing AI and legal tech, but many teams lack the skills and tools needed. 89% of legal leaders said they are increasing investment in AI tools. 79% reported skills gaps on their team, with the biggest gap in legal tech proficiency, including AI tools. Section: Why legal leaders turn to recruitment firms for AI support: Advice on AI-related workforce planning and skills gaps 60% Understanding and effectively using AI tools 53% Finding candidates with specialized AI skills 52%

Bridging skills gaps in AI and legal technology integration

Addressing skills gaps requires a structured strategy. Many organizations are expanding beyond traditional hiring models, as hiring competition is intensifying—61% of legal leaders say finding skilled professionals is more challenging than a year ago. To help with hiring challenges, 60% of legal department leaders said they turn to recruiting firms for advice on AI-related workforce planning and for identifying skills gaps in legal technology.

To build a team to successfully integrate AI and other new legal technologies into your workplace, consider the following strategies:

Invest in hybrid talent. Evaluate professionals with both legal and technical expertise. These individuals can serve as bridges between traditional legal teams and new technologies, facilitating smoother adoption and implementation.

Use a mix of hiring incentives. Getting salary right is essential, but legal professionals are also looking for workplace flexibility, including remote and hybrid options. Candidates also value work-life balance such as personal wellness days and parental leave.

Provide targeted training. The opportunity to work with emerging technologies can be a magnet for today's professionals, so provide comprehensive training programs to upskill. Focus on practical, hands-on training that demonstrates the real-world benefits of AI and automation tools in daily legal work.

Leverage external expertise. Consider working with external consultants or contract professionals who specialize in legal tech implementation. Our research shows 71% of legal leaders plan to increase contract hiring in the first half of 2026. A balanced approach of permanent and contract talent helps organizations maintain flexibility while building strong technical capabilities.

Start small and scale. Begin with pilot projects in high-value areas, such as contract review or eDiscovery. Use these successes to build momentum and gain buy-in from skeptical team members.

Foster a culture of innovation and ethics. Encourage experimentation and continuous learning. Create an environment where team members feel comfortable exploring new technologies and sharing their insights, while using AI tools ethically and responsibly.

Streamline your hiring process. Delays often result in losing top candidates to your competitors. Don’t let hiring mistakes turn into missed opportunities.

The path forward

Integrating AI and legal technology is not simply a technical initiative. It is a strategic workforce transformation. Organizations that align legal technology integration with talent planning, governance oversight and operational leadership will strengthen productivity, reduce risk and deliver better outcomes for clients.

The differentiator will not be the speed of adoption. It will be workforce readiness.

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