TechnologyResourcesCapital MarketsComing Soon
Back to BlogIndustry

The Attorney Leverage Shift

How the best M&A attorneys are working differently, and why it matters now

Raffi Isanians
Raffi IsaniansCEO & Co-founder
|
February 10, 2026·7 min read

The highest-performing M&A attorneys we work with have something in common. They changed how they use their time.

Not by working longer hours. Not by adding headcount. They changed what they spend their attention on, and they let purpose-built tools handle the rest.

This is the attorney leverage shift. It is already happening at the best firms. And it is widening the gap between teams that adopt it and those that do not.


The Old Leverage Model

M&A due diligence has always been a volume problem. A typical mid-market deal involves 200 to 800 documents. Vendor agreements, employment contracts, IP licenses, real estate leases, customer contracts. Each one needs to be reviewed, flagged, and summarized.

The traditional model handled this with people. Associates did first-pass review. Paralegals organized and tracked documents. Research analysts pulled precedent. Partners reviewed the output and made judgment calls.

This model worked. It produced thorough, defensible results. But it had one structural constraint: scaling meant adding people. More deals required more associates. Larger data rooms required more hours. Every engagement was a staffing problem.

For decades, that tradeoff was acceptable because there was no alternative.

Loading animation...

Traditional diligence scaled with headcount.


What Changed

Over the past year, several global firms have restructured their business services teams, citing expanded AI capabilities. Baker McKenzie, Clifford Chance, and Freshfields have each announced organizational changes that reflect a broader shift in how legal work gets done. These are not isolated decisions. They reflect a pattern that is accelerating across the industry.

The firms making these changes are not abandoning quality. They are recognizing that the leverage model itself is evolving. The tools available today can handle work that previously required dedicated teams, and the firms that adapt will operate with a fundamentally different cost structure and speed advantage.


The New Leverage

Purpose-built AI changes the equation. Not general-purpose chatbots. Not search tools. AI that is designed specifically for transactional legal workflows.

Here is what this looks like in practice. An AI system reads every document in a data room. It extracts key provisions across all agreements. It identifies non-standard terms, missing clauses, and risk factors. It populates disclosure schedules. It produces structured output that attorneys can review, edit, and deliver.

The attorney's role shifts from reading every document to reviewing flagged issues. Instead of spending three weeks on first-pass review, they spend three days on targeted analysis. The coverage is better because the AI reads everything. The quality is higher because the attorney focuses on judgment, not mechanics.

Loading animation...

AI handles volume. Attorneys handle judgment.


What This Looks Like in Practice

Consider a mid-market M&A practice with a three-person deal team. Under the old model, this team could manage three or four simultaneous acquisitions before quality started to drop. First-pass review was the bottleneck. Every new deal competed for the same associate hours.

With AI handling first-pass review, the same team now manages 15 simultaneous acquisitions. Documents are reviewed within hours of upload. Disclosure schedules are pre-populated. Risk matrices are generated automatically. The attorneys focus on negotiation strategy, client communication, and the judgment calls that only experienced practitioners can make.

The numbers tell the story: 60% reduction in first-pass review time. Better coverage per deal, not less. And faster turnaround on diligence deliverables.

Loading animation...

Same team. Different leverage.


The Competitive Gap

In competitive auctions, speed matters. The buy-side team that delivers a thorough diligence report in five days has an advantage over the team that needs three weeks. Sellers prefer buyers who move quickly and surface issues early, because it reduces deal risk for everyone.

Attorneys with AI tools review more thoroughly, respond faster, and miss fewer issues. They catch the non-standard indemnification clause buried in exhibit C of the vendor agreement. They identify the change-of-control provision that conflicts with the target's financing documents. They surface these issues on day two instead of week two.

This is not a marginal improvement. It is a structural advantage that compounds across every deal.


The Question Is Not Whether. It Is When.

The leverage model in M&A practice is changing. The firms that recognized this early are already operating differently. Their attorneys handle more work, with better coverage, and deliver higher-quality results.

The question is not whether this shift will reach your practice. It is whether you will have the tools to thrive when it does.

The best M&A attorneys are not working harder. They are working with different leverage.

See how Mage helps M&A attorneys work differently

Request a demo to see how purpose-built AI changes the leverage equation for your practice.

Request Demo