Stop hiring humans? Why AI’s real power is making your people better

Over 1,000 AI tools now compete for law firms’ attention and budgets. However, a recent Sandpiper Partners roundtable with legal operations leaders revealed a surprising truth: Most firms are asking the wrong questions. The issue isn’t which tools to buy, it’s whether law firms understand what they’re actually transforming.

Here are three insights that matter most:

AI is a people challenge, not a technology problem

“We’re using AI to automate the repeatable, and then we let people amplify the remarkable,” said Mike Raposa, Williams Lea Chief Revenue Officer, responding to a controversial billboard that literally read “Stop Hiring Humans.” His point cuts to the heart of the challenge: AI levels the playing field, bringing everyone to a baseline capability. What happens next determines who wins.

Law firms approaching AI as a cost-cutting exercise are setting themselves up for failure. One technology panelist warned against what he called “practicing Reaganomics,” cutting headcount without thinking about what comes next. Instead, leading firms are investing heavily in upskilling existing teams, with one law firm panelist reporting low attrition by committing to modernize employees’ skills alongside the technology.

The talent conversation extends beyond training. Firms are hiring cultural anthropologists, data scientists, and change management specialists from consulting and tech; roles that didn’t exist in legal operations five years ago. One firm even established an innovation lab staffed entirely by consultants to drive transformation. As one panelist noted: “This is an organizational problem. It’s an adoption problem. The models are all there for us to use. So the question becomes: What is our job, given that the tech is there?”

You’re competing against technology itself, not other firms

The most sobering moment came when a panelist declared, “The most important competitor to all of us is the OpenAIs and Anthropics and Googles of the world. Technology is our competitor, not other law firms.”

This reframes everything. When clients ask how AI will make services more efficient, they’re asking how firms will be cheaper. Firms responding with blanket fee discounts are giving away all the value of AI to the client and setting unsustainable new pricing floors. One panelist described this as a “silent apocalypse” already underway in law firm business models.

The alternative requires courage. Some firms are building 30-person AI development teams, treating the investment like venture capital: Accepting negative ROI for years while building proprietary capabilities that can eventually generate new revenue streams. Others are fundamentally rethinking pricing, moving toward value-based arrangements where efficiency gains benefit both firm and client rather than just flowing to clients as discounts.

The stakes are high. As one panelist put it: “Transformation is a process of destruction. When the butterfly exists, the caterpillar is dead. If law firms seek to continue to play the role they do in our world and at the scale they did, we have to be brave and bold.”

Bad data is bad AI, and most firms aren’t ready

Before any AI tool delivers value, firms must solve the data problem. “Bad data is bad AI, it doesn’t matter what,” a technology panelist emphasized. The unglamorous work of data cleanup, establishing authoritative sources, and implementing information governance took leading firms two full years before they could meaningfully explore AI use cases.

Traditional databases don’t work for AI. Firms are implementing data lakes that combine structured data (databases, spreadsheets), unstructured data (emails, documents, videos), and semi-structured data in unified repositories. This breaks down information silos, enabling AI to surface connections and insights that were previously invisible.

Here’s the catch; law firms can’t skip this foundation. One panelist shared that they organized AI initiatives into three buckets: Foundational (data architecture with ROI measured in years), evolutionary (addressing specific bottlenecks with measurable efficiency gains), and revolutionary (reimagining service delivery entirely with high risk and high investment). Firms trying to jump to revolution without foundation inevitably fail.

The path forward

AI transformation isn’t about deploying tools, it’s about rethinking talent strategy, business models, and the fundamental value proposition of legal services.

Law firms that view AI purely through the lens of efficiency and cost reduction will find themselves trapped in a race to the bottom, competing on price against both traditional competitors and technology companies with vastly greater resources. Those that succeed will be the ones brave enough to invest in their people and platforms simultaneously, using AI to eliminate routine work while elevating human expertise to its highest and best use.

As Mike Raposa emphasized, “firms that only automate repeatable tasks will become indistinguishable from their competitors.” The opportunity is to let people amplify what’s remarkable: Strategic thinking, nuanced judgment, and the kind of client service that can’t be commoditized.

That vision requires courage, capital, and a willingness to accept that transformation truly is a process of destruction and rebirth. The firms willing to embrace that reality won’t just survive the AI revolution, they’ll define what comes next.

At Williams Lea, we help law firms navigate operational transformation by combining technology, process optimization, and expert talent to deliver measurable results. Learn more about our legal industry solutions and how we can help your firm amplify what’s remarkable.