How DevOps Can Take the Pain Out of Law Firm Tech Development

DevOps

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Law firms are no longer passive consumers of technology. Increasingly, they are building their own legal tech—custom tools to streamline matter management, automate document review, or serve clients more efficiently. That shift brings software developers into an environment historically dominated by lawyers and legal operations staff, and the cultural collision can be jarring. DevOps practices, consultants say, offer a proven framework for managing that tension.

The observations below draw on reporting originally published at law.com and comments from legal technology consultants and law firm technology leaders.

What DevOps Means in a Law Firm Context

DevOps—short for development and operations—is a set of cultural practices, workflows, and tooling that aims to shorten software delivery cycles, reduce defects, and improve collaboration between the people who write code and the people who run production systems. In a typical enterprise, that means tearing down the wall between development and IT operations teams.

In a law firm, the dynamic is different. The “operations” side includes not just IT staff but also partners, associates, paralegals, and legal operations personnel who have little software experience but very high expectations. Judith Flournoy, chief information officer at Kelley Drye & Warren, described the goal in 2018 as designing and implementing “repeatable processes with minimal disruption that can be easily understood and reused over and over again, regardless of whether it’s a Windows 10 deployment or another system.”

That definition—repeatable, low-disruption, reusable—maps closely to what DevOps practitioners in any industry would recognize as continuous delivery and infrastructure-as-code principles applied to an environment where stability and confidentiality are non-negotiable.

1. Gaining Stakeholder Buy-In Early

The first and most common failure mode for legal tech projects is rolling out new tooling without earning the trust of senior partners. Andres Hernandez, co-founder and CEO of law firm tech consultancy Wingman LegalTech, put the risk plainly: “The last thing you want is implementing new technologies and the partners don’t buy into it, and the IT department turns into the bad guys.”

His recommendation is to hire technology leadership that combines genuine technical depth with the communication skills to translate engineering decisions into business language. “Technology is ingrained with everything we do and they need to understand how it supports the business,” Hernandez said.

In practice, that means framing DevOps initiatives in terms of outcomes that matter to lawyers: faster turnaround on client deliverables, fewer system outages during high-stakes litigation, and reduced manual effort on repetitive tasks—not sprint velocity or deployment frequency.

2. Communication Builds Internal Advocates

Beau Mersereau, director of legal technology solutions at Fish & Richardson, identified sustained communication between software developers and practice groups as the single most important factor in successful legal tech delivery. The goal is not just to keep stakeholders informed—it is to build relationships that pay dividends when things go wrong.

“You are building affinity with those groups and you are trying to build partnerships, so when something goes wrong, they’re there to help you,” Mersereau said. “In my experience, if there’s an issue, they will help you explain it to other people. While we are working on the issue, they become your advocates.”

This maps to a familiar DevOps principle: treat internal users as partners in the delivery pipeline, not as external critics. Practical tactics include regular demos to practice groups during development, shared Slack channels between developers and legal teams, and post-deployment retrospectives that include non-technical stakeholders.

3. Address Developer Burnout Before It Becomes a Crisis

The legal industry has a well-documented burnout problem among attorneys, but that pressure easily transfers to developers embedded in law firm environments—particularly when they are a small team supporting high-pressure, deadline-driven work.

Jeff Gallimore, partner and co-founder of Agile technology firm Excella, argues that DevOps practices directly address this risk by automating toil, reducing manual on-call incidents, and giving teams predictable workflows. But tooling alone is insufficient. “Leaders must care about their teams and the people in their organizations. Put a little more bluntly, bosses need to give a damn,” Gallimore wrote. “Once we know about it, then we can work on making it better. And in the process of making it better for our people, we will also get better results for our companies, especially in productivity.”

From a DevOps engineering perspective, measurable interventions include on-call rotation audits, automated testing to reduce manual regression cycles, and blameless postmortems that remove the individual shame often attached to production incidents.

4. Leverage External Partners Strategically

Hernandez urged law firms to be honest about their core competency. “If you are not a technology company and you are a law firm, your business is providing legal services—always keep that in mind.” Building an in-house engineering team capable of modern DevOps delivery requires recruiting, compensation, tooling, and management overhead that most law firms are not structured to sustain.

For firms that do not have the scale to justify a full internal team, Hernandez recommended leaning on vetted third-party vendors and legal tech consultancies for engineering capacity, while keeping internal leadership focused on requirements, governance, and vendor oversight.

For firms that do hire in-house developers, he was equally direct about cost expectations: “Make sure you don’t cut any costs, because good developers and good support consultants cost money and does make a difference in the quality of work.” Underinvesting in engineering talent typically surfaces later as technical debt, outages, or security vulnerabilities—each carrying reputational risk in a client-trust business.

5. Acknowledge That Technology Disruption Is Not Optional

Perhaps the most important cultural shift DevOps requires of law firms is accepting that technology is not a back-office concern—it is a competitive differentiator. Firms that treat IT as a cost center to be minimized will struggle to attract the engineering talent or allocate the budget necessary for effective DevOps adoption.

“Law firms should also recognize that technology has been disrupting almost every industry, and legal is not an exception,” Gallimore said. “Adopting this perspective will help legal IT departments take effective steps to keep themselves updated with modern tools that help them quickly meet their client demands.”

That means tracking developments in areas directly relevant to legal work—AI-assisted contract review, e-discovery automation, matter management platforms—and evaluating whether internal tooling can create a genuine advantage or whether commercial solutions better serve the firm’s needs.

Key Takeaways for Legal IT and DevOps Teams

  • Secure partner buy-in before deployment. Technical leadership must translate engineering value into business outcomes that resonate with non-technical stakeholders.
  • Invest in ongoing communication. Regular touchpoints with practice groups build the internal advocates you will need when incidents occur.
  • Monitor and address team burnout proactively. Automate toil, establish sustainable on-call practices, and run blameless retrospectives.
  • Be realistic about build vs. buy. Partnering with specialist vendors is often more cost-effective than staffing a full in-house engineering function.
  • Budget appropriately for talent. Underinvesting in developers compounds into expensive technical debt and security risk.
  • Treat tech disruption as a strategic reality. Law firms that build DevOps capability now are better positioned to adapt as client expectations and competitive pressure continue to evolve.
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