Harvey Enables a Boutique Powerhouse to Instantly Scale

Key Highlights

• Completed initial investor due diligence on a 9-figure deal within 48 hours using Harvey to analyze hundreds of closing documents
• Achieved 10–50% weekly time savings depending on user, freeing attorneys to focus on high-stakes judgment
• Demonstrated AI capabilities were critical to the referral of a major client by a global consultancy partner
• Made practicing law more fun and rewarding — partners now have time to dig deeper and ask the questions that matter while enhancing quality and reducing stress

About Acevedo Belt

Acevedo Belt, P.A. is a Miami-based boutique law firm founded by former large firm lawyers who pioneered an all-senior attorney model. Specializing in cross-border, hospitality, corporate, M&A, commercial real estate and high net worth individual and family transactions, the firm punches well above its weight on complex eight- and nine-figure deals. An early adopter of Harvey, Acevedo Belt was among the first small firms globally to access the platform and quickly saw how AI could level the playing field on large transactions.

Opportunity

For decades, boutique firms faced an unmistakable disadvantage: scale. Large firms could often designate significant numbers of associates to a deal, drafting documents, conducting due diligence, researching precedents, summarizing documents, and many other tasks. Boutique firms were constrained by having fewer hands. Yet Brian Belt, founding partner, saw the problem differently. "The number of billable bodies that a firm can throw at a deal is no longer the primary benchmark for measuring capability and capacity," he explains. Artificial intelligence, wielded by experienced lawyers, could flip that equation.

For a firm where every attorney is a senior domain expert, this was both a major opportunity and a critical test: Could AI accelerate senior work and enhance quality output without compromising judgment? Could it free up time for the high-stakes analysis and decisions that defined the firm's value?

At the same time, the firm recognized that generative AI is reshaping not just how work is performed, but how law firms and clients align and partner. The traditional billable hour model is evolving. Clients increasingly expect their outside counsel to invest in the best available technology and to use it effectively and collaboratively. For Acevedo Belt, adopting AI was not just about internal productivity — it was about making a deliberate investment in tools and training that enhance collaboration, as well as the quality, speed, and consistency of work delivered to clients.

Solution

Acevedo Belt integrated Harvey into its core workflows. The firm deployed multiple Playbooks and Workflow agents, tapping Harvey's capabilities across Vault, Harvey for Word, and direct integrations with iManage, LexisNexis, and Outlook. Attorneys immediately began using Harvey to prepare document drafts, assist with due diligence, analyze documents, and synthesize findings — freeing senior attorney attention for high-level work where they add the most value.

The impact on Acevedo Belt happened fast. One client awarded a substantial assignment to the firm as a result of its advanced AI capabilities.

Recently, another client called with a large transaction that needed analysis within 48 hours. Hundreds of closing documents that required evaluation and summarization, and last-minute deal changes that raised thorny issues required quick analysis. A team with traditional resources would have needed to deploy numerous attorneys and respond almost immediately. Instead, Acevedo Belt used Harvey to speed through the document package, giving senior attorneys more time to focus on substance, risk, and strategy. The deal closed within the accelerated timeline required by the client..

Belt also points out that output generated by young attorneys and by Harvey both require careful verification and validation by senior attorneys. However, he notes that it is significantly easier to validate Harvey's output, because statements made by Harvey can be tested against source documents merely by hovering over a footnote.

"We approach our use of Harvey as a field-management game — how close can we get to the goal line before we have to do the heavy lifting and apply our senior expertise?" Belt says. The platform has become so central to the firm's strategy that Belt now evaluates every technology tool through the lens of whether it integrates with Harvey

Harvey also delivered unexpected benefits in cross-border work. Maria Acevedo, a bilingual partner who works with Spanish and Latin American clients, notes: “The nuance Harvey captures in legal translation between Spanish and English isn't something we've seen from any other tool. For cross-border deals, that precision changes the conversation with clients.”

The firm created short video teasers to build demand for Harvey among attorneys and to shift the conventional change management equation. Longer on-demand training tutorials were also created to share best practices across the team, an approach that normalized the technology and accelerated adoption. Acevedo Belt has also introduced “Tech Tuesdays,” a weekly touchpoint to share updates on Harvey and other technologies, review learnings, and work through any challenges.

Impact

Quantifying the impact of Harvey at Acevedo Belt reveals why the firm rated the platform 10/10 and said they would be "devastated" to lose it. Depending on the user, practice area and task, attorneys saved 10–50% of their time per week. That time went straight back into client work, deeper research, strategic attention to matters, enhanced work product, and improved quality of life.

"There is something deeply personal and inspirational about knowing that you have the time to dig deeper, to ask the questions you want to ask, and to generate your best work without compromise. It's made practicing law more fun and rewarding, and much less stressful," Belt reflects.

While clients may not see the tools directly, they experience the results — and increasingly expect that level of investment and capability from their outside counsel. A major client referred a significant matter to the firm, citing its use of AI-powered legal technology as the deciding factor over another law firm. A global consultancy partner repeatedly noted the firm’s use of AI and referred a major client. Other law firms and potential clients began asking how the boutique firm generated the quality and volume of work produced on deals.

“Senior domain experts who can fully utilize these tools are the real power users and will become increasingly valuable,” Belt concludes. “The technology is powerful, but it requires judgment and experience to use it effectively. At the same time, it’s changing how we work with clients — we’re moving toward a more aligned, partnership-driven model that ultimately delivers better outcomes.”

For Acevedo Belt, that wisdom became reality: a boutique model that looks like the law firm of the future.